{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3606,"total_is_capped":false,"direct_labels_cover":13,"predictions_cover":3606,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"c180e71224d3","filters":{"topic":"Respiratory Support and Mechanisms"}},"results":[{"id":"W1803784511","doi":"10.1001/jama.2012.5669","title":"Acute Respiratory Distress Syndrome","year":2012,"lang":"en","type":"article","venue":"JAMA","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":8835,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; ARDS; Acute respiratory distress; Hypoxemia; Intensive care; Intensive care medicine; Emergency medicine; Internal medicine; Lung","authors":[{"name":"Ards Definition Task Force","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02628388062700604,"gpt":0.292308839004129,"spread":0.2660249583771229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165017,0.0009195449,0.00130949,0.001126652,0.001100553,0.001397578,0.0007968108,0.0008411297,0.04600296],"category_scores_gemma":[0.005521386,0.0001536494,0.001103768,0.00246358,0.0003354881,0.001031107,0.001750299,0.001769357,0.009873975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117146,"about_ca_system_score_gemma":0.002092762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005054085,"about_ca_topic_score_gemma":0.004706661,"domain_scores_codex":[0.9965509,0.0006171161,0.0008349466,0.000513169,0.001011087,0.0004727218],"domain_scores_gemma":[0.9971232,0.0003783091,0.0009713327,0.0001567259,0.001073903,0.0002964066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001434607,0.0004352361,0.3966752,0.008683967,0.00132854,0.002662224,0.0007417765,0.0006344884,0.001676613,0.008027283,0.3317384,0.2459617],"study_design_scores_gemma":[0.0004315597,0.0004672619,0.4855151,0.004436338,0.0004562484,0.005937982,0.001158455,0.0007954686,0.0005235775,0.006802219,0.4933103,0.0001654873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1489254,0.1292957,0.01514274,0.02417292,0.008127919,0.007060605,0.2378533,0.001045266,0.4283762],"genre_scores_gemma":[0.6819904,0.06700679,0.01143924,0.02303124,0.004475905,0.006324639,0.1430577,0.0001656531,0.0625084],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04600296,"threshold_uncertainty_score":0.1538952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2286228001","doi":"10.1001/jama.2016.0291","title":"Epidemiology, Patterns of Care, and Mortality for Patients With Acute Respiratory Distress Syndrome in Intensive Care Units in 50 Countries","year":2016,"lang":"en","type":"article","venue":"JAMA","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":5857,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Sunnybrook Health Science Centre; Mount Sinai Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"ARDS; Medicine; Intensive care unit; Intensive care medicine; Intensive care; Mechanical ventilation; Epidemiology; Incidence (geometry); Emergency medicine; Cohort study; Internal medicine; Lung","authors":[{"name":"Giacomo Bellani","is_ca":false},{"name":"John G. Laffey","is_ca":true},{"name":"Tài Pham","is_ca":false},{"name":"Eddy Fan","is_ca":true},{"name":"Laurent Brochard","is_ca":true},{"name":"Luciano Gattinoni","is_ca":false},{"name":"Frank van Haren","is_ca":false},{"name":"Anders Larsson","is_ca":false},{"name":"Daniel F. McAuley","is_ca":false},{"name":"Marco Ranieri","is_ca":false},{"name":"Gordon D. Rubenfeld","is_ca":true},{"name":"Bruce Thompson","is_ca":false},{"name":"Hermann Wrigge","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Antonio Pesenti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03060437446630079,"gpt":0.3054367161230436,"spread":0.2748323416567428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008837866,0.0003398513,0.000310303,0.001367592,0.0004076118,0.0007160191,0.0005078653,0.0005701839,0.0009059035],"category_scores_gemma":[0.00329624,0.0003974426,0.0004351219,0.002034426,0.0006204347,0.0006593534,0.0007824286,0.0004875763,0.0001482976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005400711,"about_ca_system_score_gemma":0.0005087127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007617756,"about_ca_topic_score_gemma":0.007325735,"domain_scores_codex":[0.9987811,0.0004759867,0.0001924819,0.0002340277,0.0001590926,0.0001572823],"domain_scores_gemma":[0.9975606,0.0003040846,0.001589997,0.0001100366,0.0001605079,0.0002747804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007976458,0.000007625233,0.9993103,0.000009660456,0.00002151607,0.00002381362,0.0000551021,0.00002228414,0.00002122545,0.00000861669,0.00007972286,0.0004321217],"study_design_scores_gemma":[0.000002781909,0.00002406886,0.9993036,0.00001864725,0.000008877657,0.0001452762,0.0003185556,0.00008014542,0.00001120694,0.00001411819,0.00007024081,0.000002475142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975968,0.001212282,0.0001025619,0.0002272206,0.00001051014,0.00001202756,0.0005270159,0.000006431874,0.0003050995],"genre_scores_gemma":[0.9990456,0.0004188455,0.00007873849,0.00006528895,0.00001286847,0.0000113304,0.0003375846,0.000001052281,0.0000287339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007617756,"threshold_uncertainty_score":0.01514679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162001089","doi":"10.1056/nejmsa1410639","title":"Driving Pressure and Survival in the Acute Respiratory Distress Syndrome","year":2015,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2808,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto; McMaster University","funders":"","keywords":"Medicine; ARDS; Plateau pressure; Mechanical ventilation; Internal medicine; Tidal volume; Relative risk; Confidence interval; Randomized controlled trial; Confounding; Ventilation (architecture); Cardiology; Lung; Respiratory system","authors":[{"name":"Marcelo B. P. Amato","is_ca":false},{"name":"Maureen O. Meade","is_ca":true},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Laurent Brochard","is_ca":true},{"name":"Eduardo Leite Vieira Costa","is_ca":false},{"name":"David Schoenfeld","is_ca":false},{"name":"Thomas E. Stewart","is_ca":true},{"name":"Matthias Briel","is_ca":true},{"name":"Daniel Talmor","is_ca":false},{"name":"Alain Mercat","is_ca":false},{"name":"Jean-Christophe M. Richard","is_ca":false},{"name":"Carlos Roberto Ribeiro de Carvalho","is_ca":false},{"name":"Roy G. Brower","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03819312451911933,"gpt":0.3019348611573911,"spread":0.2637417366382718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004744634,0.0003717877,0.0005713181,0.0003899018,0.0002343692,0.0004576535,0.0004369794,0.00075082,0.001287051],"category_scores_gemma":[0.01327335,0.0001915268,0.001814007,0.0004313323,0.0003866391,0.0002785746,0.0008011002,0.001219025,0.00008047384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666505,"about_ca_system_score_gemma":0.0004534556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008511571,"about_ca_topic_score_gemma":0.0004698061,"domain_scores_codex":[0.9964483,0.002537234,0.0002086559,0.0003160834,0.0002850322,0.0002045675],"domain_scores_gemma":[0.9875715,0.007414881,0.003577652,0.0005617111,0.0002828445,0.0005913798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006023415,0.0002696096,0.9705335,0.000326004,0.00397394,0.00009736594,0.00008126792,0.0008743793,0.0004731782,0.0002724203,0.0003656624,0.01670921],"study_design_scores_gemma":[0.0006608877,0.003670195,0.9889399,0.00009703577,0.002024373,0.0002150666,0.00007944626,0.002635565,0.000389789,0.000685196,0.0005821486,0.00002027547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992179,0.005680923,0.0006457274,0.0007480297,0.00004497445,0.00003275761,0.0002794415,0.00001313871,0.0003759443],"genre_scores_gemma":[0.9991615,0.0004320246,0.0001645878,0.00006562566,0.0000357238,0.00002440591,0.00008679548,9.44304e-7,0.00002831281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004744634,"threshold_uncertainty_score":0.0250923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211250103","doi":"10.1038/s41572-019-0069-0","title":"Acute respiratory distress syndrome","year":2019,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2418,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute","keywords":"ARDS; Medicine; Diffuse alveolar damage; Intensive care medicine; Pneumonia; Mechanical ventilation; Sepsis; Respiratory failure; Lung; Acute respiratory distress; Respiratory distress; Ventilation (architecture); Surgery; Internal medicine","authors":[{"name":"Michael A. Matthay","is_ca":false},{"name":"Rachel L. Zemans","is_ca":false},{"name":"Guy A. Zimmerman","is_ca":false},{"name":"Yaseen M. Arabi","is_ca":false},{"name":"Jeremy R. Beitler","is_ca":false},{"name":"Alain Mercat","is_ca":false},{"name":"Margaret S. Herridge","is_ca":true},{"name":"Adrienne G. Randolph","is_ca":false},{"name":"Carolyn S. Calfee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07043573969830598,"gpt":0.4032486900284958,"spread":0.3328129503301898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005763241,0.001181055,0.001884068,0.001787721,0.0003277824,0.001588581,0.0008526187,0.001256488,0.008013858],"category_scores_gemma":[0.001491139,0.0002350376,0.0005235411,0.001548545,0.0006783075,0.001117924,0.001315122,0.003197841,0.007603379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005093577,"about_ca_system_score_gemma":0.001478886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009750596,"about_ca_topic_score_gemma":0.002442893,"domain_scores_codex":[0.9995246,0.0001027134,0.00007057915,0.00007068437,0.0001754033,0.00005607316],"domain_scores_gemma":[0.999421,0.0002090307,0.0001081996,0.00002156836,0.0001649936,0.00007525966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005276229,0.00003155692,0.0001810803,0.007712448,0.00007240991,0.0001964377,0.0000261072,0.0001185964,0.0004246192,0.001817657,0.13107,0.8582964],"study_design_scores_gemma":[0.00004474646,0.00005741572,0.001215728,0.008393751,0.0001123906,0.001847488,0.00005077968,0.00005867295,0.0001107916,0.001702231,0.986385,0.00002088243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005176874,0.9918045,0.0002516156,0.0008378898,0.002974114,0.00001683165,0.00005231019,0.00002212723,0.003988895],"genre_scores_gemma":[0.0008992968,0.9903076,0.0003467512,0.002126446,0.003079055,0.00002134288,0.0001494866,0.000004151891,0.003065883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008013858,"threshold_uncertainty_score":0.02680898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148218430","doi":"10.1056/nejmoa1503326","title":"High-Flow Oxygen through Nasal Cannula in Acute Hypoxemic Respiratory Failure","year":2015,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2351,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Nasal cannula; Fraction of inspired oxygen; Hypoxemia; Anesthesia; Oxygen therapy; Hypercapnia; Respiratory failure; Ventilation (architecture); Hazard ratio; Mechanical ventilation; Confidence interval; Surgery; Cannula; Internal medicine; Acidosis","authors":[{"name":"J. P. Frat","is_ca":false},{"name":"Arnaud W. Thille","is_ca":false},{"name":"Alain Mercat","is_ca":false},{"name":"Christophe Girault","is_ca":false},{"name":"Stéphanie Ragot","is_ca":false},{"name":"Sébastien Perbet","is_ca":false},{"name":"Gwénaël Prat","is_ca":false},{"name":"Thierry Boulain","is_ca":false},{"name":"Élise Morawiec","is_ca":false},{"name":"Alice Cottereau","is_ca":false},{"name":"Jérôme Devaquet","is_ca":false},{"name":"Saad Nseir","is_ca":false},{"name":"Keyvan Razazi","is_ca":false},{"name":"Jean‐Paul Mira","is_ca":false},{"name":"Laurent Argaud","is_ca":false},{"name":"Jean-Charles Chakarian","is_ca":false},{"name":"Jean-Damien Ricard","is_ca":false},{"name":"Xavier Wittebole","is_ca":false},{"name":"Stéphanie Chevalier","is_ca":false},{"name":"Alexandre Herbland","is_ca":false},{"name":"Muriel Fartoukh","is_ca":false},{"name":"Jean‐Michel Constantin","is_ca":false},{"name":"Jean-Marie Tonnelier","is_ca":false},{"name":"Marc Pierrot","is_ca":false},{"name":"Armelle Mathonnet","is_ca":false},{"name":"G. Béduneau","is_ca":false},{"name":"Céline Deletage-Métreau","is_ca":false},{"name":"Jean-Christophe M. Richard","is_ca":false},{"name":"Laurent Brochard","is_ca":true},{"name":"R. Robert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03999217040739714,"gpt":0.2981689334646521,"spread":0.2581767630572549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00202572,0.0003853782,0.0008204444,0.0001493174,0.0001774194,0.000439896,0.0003556204,0.0006135306,0.001205588],"category_scores_gemma":[0.002822436,0.0001436449,0.0004831663,0.0001852245,0.0006191352,0.0003237857,0.0002423338,0.0007461129,0.0001161282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002875134,"about_ca_system_score_gemma":0.0005464811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002261685,"about_ca_topic_score_gemma":0.0003653285,"domain_scores_codex":[0.9990267,0.0006983723,0.00007063057,0.00006388612,0.00008689955,0.00005353914],"domain_scores_gemma":[0.9978347,0.001008679,0.0006861062,0.00006891959,0.00008156991,0.0003199652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6951174,0.01359962,0.05543999,0.00407125,0.001550337,0.0004020625,0.0002436334,0.001894156,0.01624011,0.0004812262,0.001271863,0.2096884],"study_design_scores_gemma":[0.3287959,0.5731986,0.08602782,0.0008786245,0.0008879637,0.0009451938,0.0001879488,0.002824864,0.002390743,0.0007297472,0.003090438,0.00004213337],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913481,0.007384513,0.0002817744,0.0002523243,0.0001106017,0.0002340581,0.00003761964,0.000007331128,0.0003437004],"genre_scores_gemma":[0.9963089,0.002293521,0.0006090557,0.0002380205,0.0001804254,0.0001970907,0.0000678526,0.000001595621,0.0001035766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00202572,"threshold_uncertainty_score":0.01071316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964493140","doi":"10.1056/nejmoa022450","title":"One-Year Outcomes in Survivors of the Acute Respiratory Distress Syndrome","year":2003,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2330,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Women's College Hospital; Sunnybrook Health Science Centre; St. Michael's Hospital; Health Sciences Centre; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care unit; Population; Quality of life (healthcare); Physical therapy; Respiratory distress; Pediatrics; Emergency medicine; Internal medicine; Surgery","authors":[{"name":"Margaret S. Herridge","is_ca":true},{"name":"Angela M. Cheung","is_ca":true},{"name":"Catherine M. Tansey","is_ca":true},{"name":"Andrea Matte-Martyn","is_ca":true},{"name":"Natalia Diaz-Granados","is_ca":false},{"name":"Fatma Al-Saidi","is_ca":true},{"name":"Andrew Cooper","is_ca":true},{"name":"Cameron B. Guest","is_ca":true},{"name":"C. David Mazer","is_ca":false},{"name":"Sangeeta Mehta","is_ca":true},{"name":"Thomas E. Stewart","is_ca":true},{"name":"Aiala Barr","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02721697880327118,"gpt":0.2849884705637449,"spread":0.2577714917604738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009046906,0.0003955592,0.0004717912,0.0009511572,0.0008308883,0.000771638,0.0003697964,0.000668208,0.001447909],"category_scores_gemma":[0.003639979,0.0001516157,0.0005676892,0.0007077985,0.0004752118,0.0007609527,0.0008084305,0.0009526527,0.0003021997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005764337,"about_ca_system_score_gemma":0.0004448309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004769325,"about_ca_topic_score_gemma":0.004104096,"domain_scores_codex":[0.9995454,0.0001143293,0.00004327364,0.00004454794,0.00008531262,0.0001671564],"domain_scores_gemma":[0.9971001,0.0002929019,0.00121485,0.00006805365,0.0003532765,0.000970793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002579065,0.00008893617,0.9961521,0.00001430151,0.00005470125,0.0002917307,0.0001834603,0.0001112673,0.00005627319,0.00001452979,0.0001884818,0.002586325],"study_design_scores_gemma":[0.00002326682,0.00100607,0.997039,0.00002575935,0.00006490046,0.0007636973,0.0005164121,0.0001998905,0.00005153878,0.00004933004,0.0002449266,0.00001527414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989868,0.0003858146,0.00003890898,0.00008453309,0.00001490917,0.000008222915,0.0002250384,0.000003786722,0.0002521556],"genre_scores_gemma":[0.9992687,0.0001210633,0.00002943933,0.000024243,0.00001753432,0.000008830493,0.0004376225,0.000001018563,0.00009166411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004769325,"threshold_uncertainty_score":0.009483159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125766343","doi":"10.1056/nejmra1208707","title":"Ventilator-Induced Lung Injury","year":2013,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2221,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Mechanical ventilation; Lung; Intensive care medicine; Ventilation (architecture); Anesthesia; Engineering; Internal medicine; Mechanical engineering","authors":[{"name":"Arthur S. Slutsky","is_ca":true},{"name":"V. Marco Ranieri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07321450830081877,"gpt":0.3772032974839755,"spread":0.3039887891831567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004782448,0.0007591195,0.001382051,0.001870468,0.0003408195,0.001015529,0.0007245467,0.001058028,0.003941108],"category_scores_gemma":[0.000831205,0.0001553065,0.0006130104,0.001480443,0.0005444257,0.001042609,0.0007663691,0.001389772,0.002127193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004494716,"about_ca_system_score_gemma":0.0009983097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006531392,"about_ca_topic_score_gemma":0.00129273,"domain_scores_codex":[0.9996989,0.0000397971,0.00004525115,0.00004010865,0.0001430197,0.00003298455],"domain_scores_gemma":[0.9995651,0.0001974491,0.00008695284,0.00001253021,0.0001050733,0.00003283571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006265241,0.00006738919,0.0005602091,0.02723113,0.0001485075,0.0005962949,0.00006385619,0.0001785734,0.002717629,0.002640049,0.0277768,0.937957],"study_design_scores_gemma":[0.00002411895,0.0002093496,0.003571621,0.01233133,0.0002207016,0.01173027,0.0001833144,0.00009201424,0.001559361,0.003298422,0.9667477,0.00003179633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001294804,0.9983431,0.00009955742,0.0002258949,0.0001837586,0.000004392478,0.00001385263,0.000006936088,0.0009930945],"genre_scores_gemma":[0.0007882035,0.9984445,0.00006824212,0.000154815,0.0001710351,0.000003702372,0.00001820086,8.136608e-7,0.0003504804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003941108,"threshold_uncertainty_score":0.01318437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142104245","doi":"10.1183/09031936.00010206","title":"Weaning from mechanical ventilation","year":2007,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Weaning; Medicine; Mechanical ventilation; Intensive care medicine; Pressure support ventilation; Intubation; Spontaneous breathing trial; Ventilation (architecture); Endotracheal tube; Emergency medicine; Anesthesia; Internal medicine","authors":[{"name":"J-M. Boles","is_ca":false},{"name":"Julian Bion","is_ca":false},{"name":"Alfred F. Connors","is_ca":false},{"name":"Margaret S. Herridge","is_ca":true},{"name":"Brian Marsh","is_ca":false},{"name":"Christian Mélot","is_ca":false},{"name":"Ronald G. Pearl","is_ca":false},{"name":"Henry Silverman","is_ca":false},{"name":"Michele Stanchina","is_ca":false},{"name":"Antoine Vieillard‐Baron","is_ca":false},{"name":"Tobias Welte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04109569673845782,"gpt":0.2965471467592841,"spread":0.2554514500208263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001394718,0.0002574103,0.0005468467,0.0003664466,0.0005766469,0.001023865,0.0005889544,0.001147255,0.004315265],"category_scores_gemma":[0.005226489,0.00009433677,0.0005186937,0.0002141553,0.0005063885,0.0008171732,0.001301943,0.001496584,0.002169883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004946143,"about_ca_system_score_gemma":0.001041979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001943838,"about_ca_topic_score_gemma":0.0002236821,"domain_scores_codex":[0.9990395,0.0002677165,0.0001278129,0.00008837502,0.0003422145,0.0001345026],"domain_scores_gemma":[0.9987569,0.0003810198,0.0002174156,0.00009964505,0.0002186173,0.0003264579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004263923,0.0003564342,0.01245813,0.002527825,0.0001546381,0.002754996,0.0006687018,0.0003459984,0.009875,0.01828837,0.04801179,0.9041318],"study_design_scores_gemma":[0.0002617422,0.002690473,0.07766717,0.005425094,0.0001255247,0.0316534,0.0006723299,0.0007606241,0.007492496,0.03202854,0.841121,0.0001015782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1679131,0.4293192,0.03979919,0.0983457,0.02041676,0.001248949,0.0008383568,0.0006635918,0.2414553],"genre_scores_gemma":[0.756008,0.1401902,0.01527556,0.03347927,0.009228168,0.0006050208,0.0007643026,0.0001369134,0.04431259],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004315265,"threshold_uncertainty_score":0.01443595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610582798","doi":"10.1164/rccm.201703-0548st","title":"An Official American Thoracic Society/European Society of Intensive Care Medicine/Society of Critical Care Medicine Clinical Practice Guideline: Mechanical Ventilation in Adult Patients with Acute Respiratory Distress Syndrome","year":2017,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1658,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"Public Health Agency; National Institute for Health and Care Research","keywords":"ARDS; Medicine; Plateau pressure; Guideline; Mechanical ventilation; Intensive care medicine; Confidence interval; Extracorporeal membrane oxygenation; Intensive care; Ventilation (architecture); Emergency medicine; Internal medicine; Lung","authors":[{"name":"Eddy Fan","is_ca":true},{"name":"Lorenzo Del Sorbo","is_ca":false},{"name":"Ewan C. Goligher","is_ca":false},{"name":"Carol Hodgson","is_ca":false},{"name":"Laveena Munshi","is_ca":false},{"name":"Allan J. Walkey","is_ca":false},{"name":"Neill K. J. Adhikari","is_ca":false},{"name":"Marcelo B. P. Amato","is_ca":false},{"name":"Richard D. Branson","is_ca":false},{"name":"Roy G. Brower","is_ca":false},{"name":"Niall D. Ferguson","is_ca":false},{"name":"Ognjen Gajic","is_ca":false},{"name":"Luciano Gattinoni","is_ca":false},{"name":"Dean Hess","is_ca":false},{"name":"Jordi Mancebo","is_ca":false},{"name":"Maureen O. Meade","is_ca":false},{"name":"Daniel F. McAuley","is_ca":false},{"name":"Antonio Pesenti","is_ca":false},{"name":"V. Marco Ranieri","is_ca":false},{"name":"Gordon D. Rubenfeld","is_ca":false},{"name":"Eileen Rubin","is_ca":false},{"name":"Maureen A. Seckel","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":false},{"name":"Daniel Talmor","is_ca":false},{"name":"Bruce Thompson","is_ca":false},{"name":"Hannah Wunsch","is_ca":false},{"name":"Elizabeth Uleryk","is_ca":false},{"name":"Jan Brożek","is_ca":false},{"name":"Laurent Brochard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03697769468348048,"gpt":0.4148194996976551,"spread":0.3778418050141746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02120119,0.001628622,0.003500718,0.005313228,0.001798253,0.003621147,0.004896011,0.009457516,0.006403235],"category_scores_gemma":[0.07389421,0.001145108,0.005769121,0.00465875,0.001511819,0.002221786,0.002584627,0.01137755,0.004879391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004464195,"about_ca_system_score_gemma":0.02897174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02012536,"about_ca_topic_score_gemma":0.03809885,"domain_scores_codex":[0.9764138,0.008121631,0.007823185,0.0007875217,0.006088729,0.0007650736],"domain_scores_gemma":[0.9072832,0.01970768,0.01320176,0.001447342,0.0542208,0.004139129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001331445,0.0001814771,0.003076644,0.008958112,0.0006811994,0.0003150444,0.0003186048,0.0006523397,0.0006396027,0.002014889,0.8608286,0.1222004],"study_design_scores_gemma":[0.001779183,0.0003920153,0.02046747,0.09864663,0.003823878,0.00147563,0.0005070738,0.002500837,0.001034241,0.008533381,0.8605844,0.0002552544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00553421,0.1984097,0.03426839,0.6000143,0.04447339,0.01397477,0.02178134,0.001418561,0.08012544],"genre_scores_gemma":[0.04599959,0.3253196,0.3203581,0.1704774,0.02483046,0.02706128,0.04977419,0.0006996121,0.03547965],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02120119,"threshold_uncertainty_score":0.1121239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2753000083","doi":"10.1183/13993003.02426-2016","title":"Official ERS/ATS clinical practice guidelines: noninvasive ventilation for acute respiratory failure","year":2017,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1617,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; University of British Columbia; Royal Columbian Hospital; St. Michael's Hospital; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Acute respiratory failure; Clinical Practice; Intensive care medicine; Respiratory failure; Ventilation (architecture); Noninvasive ventilation; Mechanical ventilation; Internal medicine; Physical therapy","authors":[{"name":"Bram Rochwerg","is_ca":true},{"name":"Laurent Brochard","is_ca":true},{"name":"Mark Elliott","is_ca":false},{"name":"Dean Hess","is_ca":false},{"name":"Nicholas S. Hill","is_ca":false},{"name":"Stefano Nava","is_ca":false},{"name":"Paolo Navalesi","is_ca":false},{"name":"Massimo Antonelli","is_ca":false},{"name":"Jan Brożek","is_ca":true},{"name":"Giorgio Conti","is_ca":false},{"name":"Miquel Ferrer","is_ca":false},{"name":"Kalpalatha K. Guntupalli","is_ca":false},{"name":"Samir Jaber","is_ca":false},{"name":"Sean Keenan","is_ca":true},{"name":"Jordi Mancebo","is_ca":false},{"name":"Sangeeta Mehta","is_ca":true},{"name":"Suhail Raoof","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3877516336605594,"gpt":0.5330787055194167,"spread":0.1453270718588573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01228948,0.002048647,0.004170438,0.01035106,0.001390985,0.003204927,0.004524165,0.006090711,0.01480837],"category_scores_gemma":[0.03263475,0.0009937439,0.008230335,0.009390651,0.00135874,0.002557879,0.002686452,0.005444305,0.01009847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004057651,"about_ca_system_score_gemma":0.02234365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01183344,"about_ca_topic_score_gemma":0.01982388,"domain_scores_codex":[0.987176,0.00342121,0.004821188,0.0005170986,0.003649525,0.0004150721],"domain_scores_gemma":[0.9764266,0.007273548,0.004060433,0.0005300985,0.01112347,0.00058579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001722092,0.0001328433,0.0007659633,0.1262546,0.0008215428,0.0003247547,0.000448083,0.00048854,0.000586474,0.005419124,0.462303,0.4022828],"study_design_scores_gemma":[0.000308588,0.0001091692,0.00274087,0.1601056,0.001885901,0.0008777201,0.0002632271,0.0001961438,0.0003292514,0.003981971,0.8291212,0.00008033756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007467757,0.8872053,0.007811975,0.04774709,0.01337303,0.004857685,0.01112022,0.0004733731,0.0266645],"genre_scores_gemma":[0.005413323,0.9077265,0.03846181,0.01722475,0.002054526,0.006193049,0.01478677,0.0001615046,0.007977851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01480837,"threshold_uncertainty_score":0.06499374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169732472","doi":"10.1007/s00134-012-2682-1","title":"The Berlin definition of ARDS: an expanded rationale, justification, and supplementary material","year":2012,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1480,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; European Society of Intensive Care Medicine; Uppsala Universitet","keywords":"Medicine; ARDS; Chest radiograph; Intensive care medicine; Intensive care; Hypoxemia; Radiology; Radiography; Anesthesia; Lung; Internal medicine","authors":[{"name":"Niall D. Ferguson","is_ca":true},{"name":"Eddy Fan","is_ca":true},{"name":"Luigi Camporota","is_ca":false},{"name":"Massimo Antonelli","is_ca":false},{"name":"Antonio Anzueto","is_ca":false},{"name":"Richard Beale","is_ca":false},{"name":"Laurent Brochard","is_ca":false},{"name":"Roy G. Brower","is_ca":false},{"name":"Luciano Gattinoni","is_ca":false},{"name":"Andrew Rhodes","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Jean‐Louis Vincent","is_ca":false},{"name":"Gordon D. Rubenfeld","is_ca":true},{"name":"Bruce Thompson","is_ca":false},{"name":"V. Marco Ranieri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04928978758935178,"gpt":0.3136694884298273,"spread":0.2643797008404756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02228492,0.002009856,0.002195132,0.008330104,0.001914495,0.003779659,0.004597031,0.01172393,0.008981017],"category_scores_gemma":[0.05399508,0.001202477,0.002456386,0.003904113,0.01111414,0.005594802,0.005164359,0.01354912,0.004260403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003085653,"about_ca_system_score_gemma":0.00612573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349342,"about_ca_topic_score_gemma":0.002557449,"domain_scores_codex":[0.9840842,0.00759053,0.003338058,0.0008837026,0.003378462,0.0007249924],"domain_scores_gemma":[0.9721265,0.02026733,0.001833045,0.001199065,0.003788301,0.0007856293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002277445,0.0000836913,0.0007303595,0.002086934,0.00006271645,0.0008654391,0.0006716591,0.0009415649,0.0004135131,0.7454174,0.1861068,0.06239224],"study_design_scores_gemma":[0.0001410595,0.00009700604,0.002053629,0.008008429,0.0001805913,0.002363361,0.0003501983,0.001471865,0.0009443327,0.4870571,0.497098,0.0002345002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004119718,0.1391836,0.2127482,0.4834253,0.07696267,0.0007989386,0.007437121,0.0004998858,0.07482452],"genre_scores_gemma":[0.1231613,0.1231488,0.3069641,0.3062022,0.09583329,0.008576801,0.008902384,0.0007940378,0.0264171],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02228492,"threshold_uncertainty_score":0.1178553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974404062","doi":"10.1001/jama.2010.218","title":"Higher vs Lower Positive End-Expiratory Pressure in Patients With Acute Lung Injury and Acute Respiratory Distress Syndrome","year":2010,"lang":"en","type":"review","venue":"JAMA","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1468,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; ARDS; Fraction of inspired oxygen; Confidence interval; Positive end-expiratory pressure; Mechanical ventilation; Tidal volume; Relative risk; Internal medicine; Subgroup analysis; Randomized controlled trial; Anesthesia; Lung; Respiratory system","authors":[{"name":"Matthias Briel","is_ca":true},{"name":"Maureen O. Meade","is_ca":true},{"name":"Alain Mercat","is_ca":false},{"name":"Roy G. Brower","is_ca":false},{"name":"Daniel Talmor","is_ca":false},{"name":"Stephen D. Walter","is_ca":true},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Eleanor Pullenayegum","is_ca":true},{"name":"Qi Zhou","is_ca":true},{"name":"Laurent Brochard","is_ca":false},{"name":"Jean-Christophe M. Richard","is_ca":false},{"name":"François Lamontagne","is_ca":true},{"name":"Neera Bhatnagar","is_ca":true},{"name":"Thomas E. Stewart","is_ca":true},{"name":"Gordon Guyatt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01044893392765976,"gpt":0.2818528777950421,"spread":0.2714039438673823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009801765,0.0008767074,0.006110244,0.001651681,0.0003866752,0.001564984,0.0009155039,0.002015277,0.004427359],"category_scores_gemma":[0.0365601,0.0003896678,0.005952124,0.002330283,0.000860468,0.001017474,0.0006742509,0.002041937,0.00028102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000954589,"about_ca_system_score_gemma":0.001666615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125058,"about_ca_topic_score_gemma":0.002264318,"domain_scores_codex":[0.9865592,0.007808166,0.00373499,0.0009289158,0.0007984284,0.0001703191],"domain_scores_gemma":[0.9768391,0.01656085,0.005539186,0.0002513027,0.0005239386,0.0002855778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07841276,0.0004099557,0.01122065,0.7145206,0.07998876,0.0002150785,0.0003166183,0.0005039496,0.0007845994,0.0008299256,0.002443264,0.1103539],"study_design_scores_gemma":[0.2663944,0.03446738,0.08765343,0.2789623,0.3091929,0.001102241,0.0007339452,0.001089053,0.001657586,0.003472989,0.01507419,0.0001995695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05695523,0.9352174,0.0007014691,0.001488898,0.00128808,0.001829231,0.0007600231,0.00003280996,0.0017269],"genre_scores_gemma":[0.5995073,0.3829071,0.003831527,0.004463792,0.002338953,0.00564265,0.000874492,0.00001728909,0.0004169218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009801765,"threshold_uncertainty_score":0.05183727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120076396","doi":"10.1001/jama.299.6.637","title":"Ventilation Strategy Using Low Tidal Volumes, Recruitment Maneuvers, and High Positive End-Expiratory Pressure for Acute Lung Injury and Acute Respiratory Distress Syndrome","year":2008,"lang":"en","type":"article","venue":"JAMA","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1364,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; University of British Columbia; University of Ottawa; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Tidal volume; Positive end-expiratory pressure; Plateau pressure; Mechanical ventilation; Anesthesia; Ventilation (architecture); Fraction of inspired oxygen; Mean airway pressure; Respiratory distress; Lung; Respiratory system; Internal medicine","authors":[{"name":"Maureen O. Meade","is_ca":true},{"name":"Gordon Guyatt","is_ca":true},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Yaseen M. Arabi","is_ca":false},{"name":"D. James Cooper","is_ca":false},{"name":"Andrew R. Davies","is_ca":false},{"name":"Lori Hand","is_ca":false},{"name":"Qi Zhou","is_ca":true},{"name":"Lehana Thabane","is_ca":true},{"name":"Peggy Austin","is_ca":true},{"name":"Stephen E. Lapinsky","is_ca":true},{"name":"Alan D. Baxter","is_ca":true},{"name":"James A. Russell","is_ca":true},{"name":"Yoanna Skrobik","is_ca":true},{"name":"Juan J. Ronco","is_ca":true},{"name":"Thomas E. Stewart","is_ca":true},{"name":"for the Lung Open Ventilation Study Investigators","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03466419508094896,"gpt":0.3091745183107074,"spread":0.2745103232297584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002829991,0.0009849718,0.001206909,0.0004870398,0.0002921924,0.0006784478,0.0006303372,0.001283383,0.001520784],"category_scores_gemma":[0.004864829,0.0003608069,0.0009135306,0.0002894927,0.001283867,0.0007612003,0.0004995227,0.0009189611,0.000191007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000728193,"about_ca_system_score_gemma":0.001626417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005635872,"about_ca_topic_score_gemma":0.0009091318,"domain_scores_codex":[0.9977509,0.001240045,0.0003766424,0.0002276111,0.0002279409,0.0001767954],"domain_scores_gemma":[0.9972913,0.001114783,0.0009262586,0.0001276721,0.0001291566,0.0004108633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8410578,0.06384131,0.01503004,0.002715941,0.001708836,0.00007999394,0.0001481566,0.0009705756,0.00471238,0.0002655603,0.0003676494,0.06910179],"study_design_scores_gemma":[0.4959534,0.4830835,0.0164136,0.0001874345,0.0009059664,0.00009005734,0.0000626511,0.0008206825,0.001908869,0.0001173203,0.0004319106,0.00002460672],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949839,0.002382873,0.0004515822,0.0001219499,0.000136257,0.00153465,0.00004955114,0.00001187759,0.0003272519],"genre_scores_gemma":[0.994437,0.001195491,0.001569497,0.0002507169,0.000296861,0.002007729,0.0001076475,0.000001749594,0.0001332126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002829991,"threshold_uncertainty_score":0.01496655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2519293880","doi":"10.1164/rccm.201605-1081cp","title":"Mechanical Ventilation to Minimize Progression of Lung Injury in Acute Respiratory Failure","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1316,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Respiratory failure; Intensive care medicine; Acute respiratory failure; Respiratory system; Lung; Ventilation (architecture); Anesthesia; Internal medicine","authors":[{"name":"Laurent Brochard","is_ca":true},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Antonio Pesenti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01643642314532745,"gpt":0.3476948904003607,"spread":0.3312584672550332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004892288,0.0002273072,0.0003619482,0.0002151024,0.0002156054,0.0003554574,0.0002598458,0.0003339632,0.0008236192],"category_scores_gemma":[0.001371049,0.00004121071,0.0002862923,0.0001303601,0.0001839118,0.0002735234,0.0003030078,0.0006769506,0.0001203001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938823,"about_ca_system_score_gemma":0.0005492899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002320131,"about_ca_topic_score_gemma":0.00049311,"domain_scores_codex":[0.9998406,0.00006924332,0.00001910858,0.000009069468,0.00002944747,0.00003250523],"domain_scores_gemma":[0.9996316,0.00008517559,0.0001270822,0.00001478509,0.00003890025,0.0001024757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.005645204,0.002854043,0.06068562,0.002962284,0.0003592047,0.003842125,0.0006080226,0.00200634,0.04879536,0.004452465,0.01035263,0.8574367],"study_design_scores_gemma":[0.002821255,0.0638886,0.7188475,0.004085055,0.0008025316,0.02036973,0.0009981382,0.008387771,0.04040413,0.008738749,0.1305537,0.0001029241],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8138918,0.1459337,0.01073628,0.01023528,0.001550171,0.000470537,0.00007821522,0.0002205557,0.01688352],"genre_scores_gemma":[0.9833196,0.01122423,0.002934325,0.0008765709,0.0006889976,0.00007745444,0.00005338786,0.00001101841,0.0008142769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008236192,"threshold_uncertainty_score":0.002755284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004626187","doi":"10.1016/s2213-2600(19)30417-5","title":"Dexamethasone treatment for the acute respiratory distress syndrome: a multicentre, randomised controlled trial","year":2020,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1230,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"European Regional Development Fund; Instituto de Salud Carlos III","keywords":"Medicine; ARDS; Dexamethasone; Fraction of inspired oxygen; Mechanical ventilation; Randomized controlled trial; Intensive care; Respiratory distress; Anesthesia; Corticosteroid; Ventilation (architecture); Peak inspiratory pressure; Intensive care unit; Surgery; Internal medicine; Lung; Intensive care medicine; Respiratory system","authors":[{"name":"Jesús Villar","is_ca":true},{"name":"Carlos Ferrando","is_ca":false},{"name":"Domingo Martínez","is_ca":false},{"name":"Tomás Muñoz","is_ca":false},{"name":"Juan A. Soler","is_ca":false},{"name":"Gerardo Aguilar","is_ca":false},{"name":"Francisco Alba","is_ca":false},{"name":"Luís A. Conesa","is_ca":false},{"name":"Francisco J. Díaz-Domínguez","is_ca":false},{"name":"Pablo Serna-Grande","is_ca":false},{"name":"R. Rivas","is_ca":false},{"name":"Javier Belda","is_ca":false},{"name":"L Capilla","is_ca":false},{"name":"Alec Tallet","is_ca":true},{"name":"José M. Añón","is_ca":false},{"name":"Rosa L. Fernández","is_ca":false},{"name":"Jesús M. González‐Martín","is_ca":false},{"name":"J. Álvarez","is_ca":false},{"name":"M.J. Asensio","is_ca":false},{"name":"Jesús Blanco","is_ca":false},{"name":"Lucia Cachafeiro","is_ca":false},{"name":"Rafael Del Campo","is_ca":false},{"name":"J Carbonell","is_ca":false},{"name":"Nieves Carbonell","is_ca":false},{"name":"Agustín Cariñena","is_ca":false},{"name":"Demetrio Carriedo","is_ca":false},{"name":"Mario Chico","is_ca":false},{"name":"Ruth Corpas","is_ca":false},{"name":"Javier Cuervo","is_ca":false},{"name":"Cristina Domínguez-Antelo","is_ca":false},{"name":"Lorena Fernández de la Cruz","is_ca":false},{"name":"Eneritz Gamboa","is_ca":false},{"name":"Raúl I. González-Luengo","is_ca":false},{"name":"R. Ortiz Díaz-Miguel","is_ca":false},{"name":"Raquel Pérez-González","is_ca":false},{"name":"Ana M. Prieto","is_ca":false},{"name":"I. Prieto","is_ca":false},{"name":"Leticia Rojas-Viguera","is_ca":false},{"name":"Miguel A. Romera","is_ca":false},{"name":"Jesús Sánchez-Ballesteros","is_ca":false},{"name":"José M. Segura","is_ca":false},{"name":"Ainhoa Serrano","is_ca":false},{"name":"Rosario Solano","is_ca":false},{"name":"Marina Soro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1166944234657343,"gpt":0.3552518389363776,"spread":0.2385574154706433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003442237,0.002625731,0.007832728,0.0005798858,0.0007501774,0.002050553,0.001665816,0.003555412,0.009062691],"category_scores_gemma":[0.005614012,0.001120972,0.005085248,0.0009050972,0.002216626,0.001911084,0.00119084,0.004135516,0.0009717571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509182,"about_ca_system_score_gemma":0.001862028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003052128,"about_ca_topic_score_gemma":0.004822475,"domain_scores_codex":[0.9972981,0.001564419,0.000266584,0.00039088,0.0001641258,0.0003159441],"domain_scores_gemma":[0.997269,0.001210736,0.0006799281,0.0002192219,0.0001489365,0.0004722227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9880484,0.001000441,0.0003227627,0.002595121,0.00341431,0.00003702807,0.00003729479,0.0001273334,0.0005171732,0.00009278074,0.0003729495,0.003434416],"study_design_scores_gemma":[0.9898639,0.00750889,0.0006179814,0.0001400454,0.001436305,0.00001328658,0.00002370343,0.00006555091,0.00004010388,0.00008101801,0.0001973568,0.00001182446],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8997105,0.07587361,0.001812866,0.003170903,0.006194775,0.0086789,0.001915811,0.0001596647,0.002483007],"genre_scores_gemma":[0.9621955,0.01953985,0.002508953,0.00253492,0.001831896,0.007166704,0.001056698,0.00002600018,0.003139445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009062691,"threshold_uncertainty_score":0.03031766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005561939","doi":"10.1007/s12630-020-01591-x","title":"Practical recommendations for critical care and anesthesiology teams caring for novel coronavirus (2019-nCoV) patients","year":2020,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1058,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakeridge Health; Queen's University; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Anesthesiology; Coronavirus; Betacoronavirus; Coronavirus Infections; Medicine; Viral therapy; Pandemic; Virology; Intensive care medicine; Internal medicine; Anesthesia; Outbreak; Infectious disease (medical specialty)","authors":[{"name":"Randy S. Wax","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07721039670905117,"gpt":0.3555053919132921,"spread":0.2782949952042409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003584563,0.001151549,0.001525014,0.00200447,0.0006974523,0.001767827,0.002092553,0.004706188,0.01375151],"category_scores_gemma":[0.01182945,0.0004420916,0.002115163,0.001039746,0.0005238845,0.002449497,0.001325262,0.003704489,0.003406975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792267,"about_ca_system_score_gemma":0.008425601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00682424,"about_ca_topic_score_gemma":0.01890938,"domain_scores_codex":[0.9986575,0.000507206,0.0003021845,0.0001119253,0.0003149341,0.0001063677],"domain_scores_gemma":[0.9957315,0.001735134,0.0006896954,0.00008055615,0.001431494,0.0003316244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001279045,0.0001678007,0.0004959217,0.03236195,0.0002372004,0.0003047543,0.0001611394,0.0002883834,0.0003054166,0.002999348,0.3128167,0.6497335],"study_design_scores_gemma":[0.0002701799,0.0001577905,0.001788769,0.08367413,0.0008537308,0.0005784092,0.0003906436,0.0001782579,0.0001450843,0.004892375,0.9070181,0.00005250919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002559033,0.9460465,0.001310992,0.04086126,0.005658445,0.0002444018,0.0004143608,0.0001176189,0.005090507],"genre_scores_gemma":[0.002477789,0.9580087,0.00930432,0.02307261,0.002165663,0.00038957,0.0005782309,0.00001308011,0.003990047],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01375151,"threshold_uncertainty_score":0.0460034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134592673","doi":"10.1056/nejmoa1215554","title":"High-Frequency Oscillation in Early Acute Respiratory Distress Syndrome","year":2013,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":895,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Sherbrooke; Hamilton Health Sciences; University Health Network; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Interquartile range; ARDS; Randomization; Anesthesia; High-frequency ventilation; Randomized controlled trial; Respiratory distress; Mechanical ventilation; Internal medicine; Lung","authors":[{"name":"Niall D. Ferguson","is_ca":true},{"name":"Gordon Guyatt","is_ca":false},{"name":"Sangeeta Mehta","is_ca":false},{"name":"Lori Hand","is_ca":false},{"name":"Peggy Austin","is_ca":false},{"name":"Qi Zhou","is_ca":false},{"name":"Andrea Matté","is_ca":true},{"name":"Stephen D. Walter","is_ca":false},{"name":"François Lamontagne","is_ca":true},{"name":"John Granton","is_ca":true},{"name":"Yaseen M. Arabi","is_ca":false},{"name":"Alejandro C. Arroliga","is_ca":false},{"name":"Thomas E. Stewart","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":false},{"name":"Maureen O. Meade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01770519720734077,"gpt":0.2646535278234877,"spread":0.246948330616147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001836919,0.0003898537,0.0008690672,0.0001882716,0.0001823837,0.0003445819,0.0002633089,0.0006112366,0.001517878],"category_scores_gemma":[0.003348354,0.0001203807,0.0006691788,0.0002384717,0.0003431986,0.0002217635,0.0002810037,0.0009561536,0.00008890442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955244,"about_ca_system_score_gemma":0.0003945412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000297946,"about_ca_topic_score_gemma":0.0003959844,"domain_scores_codex":[0.9990824,0.0006633347,0.00008315861,0.00006010811,0.00005265778,0.00005830113],"domain_scores_gemma":[0.9976495,0.001338846,0.000599335,0.00006588552,0.00009535991,0.000251066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5474738,0.01131341,0.1226449,0.009850769,0.004876582,0.0003028232,0.0002349739,0.001227178,0.006373238,0.0006920265,0.003062321,0.291948],"study_design_scores_gemma":[0.3904345,0.25632,0.3364956,0.00156671,0.004113771,0.000594052,0.0001620171,0.002123937,0.001955557,0.0009942234,0.005191742,0.00004780605],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661697,0.03067729,0.0004996841,0.0007816858,0.0004881248,0.0002936248,0.0001154515,0.00001516626,0.0009593261],"genre_scores_gemma":[0.9931932,0.004845316,0.0006469759,0.000416223,0.0004033226,0.0002795618,0.00009387252,0.000001451495,0.000120106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001836919,"threshold_uncertainty_score":0.009714723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154881752","doi":"10.1056/nejmoa032736","title":"Noninvasive Positive-Pressure Ventilation for Respiratory Failure after Extubation","year":2004,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":891,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Mechanical ventilation; Discontinuation; Ventilation (architecture); Respiratory failure; Interim analysis; Randomized controlled trial; Confidence interval; Anesthesia; Relative risk; Intensive care unit; Surgery; Intensive care medicine; Internal medicine","authors":[{"name":"Fernando Frutos–Vivar","is_ca":false},{"name":"Niall D. Ferguson","is_ca":true},{"name":"Yaseen M. Arabi","is_ca":false},{"name":"Carlos Apezteguía","is_ca":false},{"name":"Marco González","is_ca":false},{"name":"Scott K. Epstein","is_ca":false},{"name":"Nicholas S. Hill","is_ca":false},{"name":"Stefano Nava","is_ca":false},{"name":"Marco-Antonio Soares","is_ca":false},{"name":"Gabriel D’Empaire","is_ca":false},{"name":"Inmaculada Alía","is_ca":false},{"name":"Antonio Anzueto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0185243993761087,"gpt":0.2825420775095698,"spread":0.2640176781334611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001498002,0.0005004897,0.001130656,0.0002494129,0.0002291863,0.0003820937,0.000415309,0.0005788937,0.001797722],"category_scores_gemma":[0.003180905,0.00012808,0.0007802426,0.0001869215,0.0006196092,0.0001952686,0.0003048911,0.0008465286,0.0001558595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619717,"about_ca_system_score_gemma":0.0008018902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001936931,"about_ca_topic_score_gemma":0.0003230396,"domain_scores_codex":[0.9990647,0.0005721756,0.00007300702,0.00008602328,0.0001322598,0.00007179062],"domain_scores_gemma":[0.9980456,0.001063591,0.0004932098,0.00006532146,0.00006208516,0.0002702464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5636064,0.01010583,0.06202371,0.009719539,0.004745909,0.0009764669,0.0002250971,0.003404369,0.01614771,0.0009702526,0.00296138,0.3251134],"study_design_scores_gemma":[0.4536799,0.3859538,0.1400809,0.001554454,0.002788259,0.002014245,0.0001011803,0.002463462,0.004704425,0.001271974,0.005339619,0.00004788364],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728351,0.02346105,0.0005981125,0.0006732037,0.0002476543,0.0007326083,0.0001040166,0.00002165779,0.0013267],"genre_scores_gemma":[0.9934787,0.004072846,0.0006406435,0.0003771019,0.000391715,0.0006798743,0.0001345465,0.000002103216,0.0002225792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001797722,"threshold_uncertainty_score":0.007922292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211028862","doi":"10.1164/ajrccm.163.2.9906116","title":"Noninvasive Ventilation","year":2001,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":886,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Intensive care medicine; Ventilation (architecture)","authors":[{"name":"Sangeeta Mehta","is_ca":true},{"name":"Nicholas S. Hill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0569897870959299,"gpt":0.3880940980459511,"spread":0.3311043109500212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006674344,0.001153784,0.002018371,0.001823061,0.0003663205,0.0008836893,0.00102172,0.001325169,0.005490532],"category_scores_gemma":[0.001300104,0.0002205691,0.0006777214,0.001292152,0.0006513462,0.001304544,0.00104154,0.001952104,0.003027702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422309,"about_ca_system_score_gemma":0.00091318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005130162,"about_ca_topic_score_gemma":0.001155303,"domain_scores_codex":[0.9995964,0.0000730366,0.00006448304,0.000106808,0.00013147,0.00002779779],"domain_scores_gemma":[0.9995408,0.000233478,0.00007271708,0.00003107499,0.00007593886,0.0000461046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000110044,0.00008270925,0.0002100917,0.005333037,0.0000714761,0.0003551902,0.00002071319,0.0001092737,0.001500681,0.0009028659,0.02298362,0.9683203],"study_design_scores_gemma":[0.0001181471,0.0003835899,0.003904677,0.005128865,0.0003472963,0.01074829,0.00004951736,0.0002704999,0.001871518,0.001985453,0.9751446,0.00004749796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001981308,0.9957327,0.0006256615,0.0003229172,0.0006966581,0.000009878041,0.00001581894,0.00002052953,0.00237779],"genre_scores_gemma":[0.003408056,0.9875153,0.001039071,0.001177487,0.00191617,0.00004313176,0.00008986472,0.000007877404,0.004803028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005490532,"threshold_uncertainty_score":0.01836771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380871934","doi":"10.1007/s00134-023-07050-7","title":"ESICM guidelines on acute respiratory distress syndrome: definition, phenotyping and respiratory support strategies","year":2023,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":872,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Sinai Health System; Toronto General Hospital; University of Toronto; University Health Network; Impact; St. Michael's Hospital; McMaster University","funders":"National Heart, Lung, and Blood Institute; Instituto de Salud Carlos III; Medical Research Council; Canadian Institutes of Health Research; Genentech; Grifols; Swedish Orphan Biovitrum; Centers for Disease Control and Prevention; Queen's University; ZonMw; Queen's University Belfast; National Institute for Health and Care Research; Eisai; SOS Oxygène; Vir Biotechnology; Novavax; World Health Organization; Wellcome Trust; National Institutes of Health; Regeneron Pharmaceuticals; European Society of Intensive Care Medicine; Manitoba Health Research Council; European Respiratory Society; NYU Langone Medical Center; Emory University; Leukemia and Lymphoma Society; Alexion Pharmaceuticals; Eli Lilly and Company; U.S. Department of Defense; Abiomed; Sanofi; Xenios; GlaxoSmithKline; LivaNova; American Thoracic Society; Pfizer; Science Foundation Ireland; UK Research and Innovation; National Health and Medical Research Council; AstraZeneca; Intensive Care Society; Amsterdam University Medical Centers; Gilead Sciences","keywords":"Medicine; Pain medicine; Anesthesiology; Acute respiratory distress; Intensive care medicine; Respiratory distress; Respiratory system; Respiratory disease; MEDLINE; Emergency medicine; Internal medicine; Anesthesia; Lung","authors":[{"name":"Giacomo Grasselli","is_ca":false},{"name":"Carolyn S. Calfee","is_ca":false},{"name":"Luigi Camporota","is_ca":false},{"name":"Daniele Poole","is_ca":false},{"name":"Marcelo B. P. Amato","is_ca":false},{"name":"Massimo Antonelli","is_ca":false},{"name":"Yaseen M. Arabi","is_ca":false},{"name":"Francesca Baroncelli","is_ca":false},{"name":"Jeremy R. Beitler","is_ca":false},{"name":"Giacomo Bellani","is_ca":false},{"name":"Geoff Bellingan","is_ca":false},{"name":"Bronagh Blackwood","is_ca":false},{"name":"Lieuwe D. J. Bos","is_ca":false},{"name":"Laurent Brochard","is_ca":true},{"name":"Daniel Brodie","is_ca":false},{"name":"Karen E. A. Burns","is_ca":true},{"name":"Alain Combes","is_ca":false},{"name":"Sonia D’Arrigo","is_ca":false},{"name":"Daniel De Backer","is_ca":false},{"name":"Alexandre Demoule","is_ca":false},{"name":"Sharon Einav","is_ca":false},{"name":"Eddy Fan","is_ca":true},{"name":"Niall D. Ferguson","is_ca":true},{"name":"Jean‐Pierre Frat","is_ca":false},{"name":"Luciano Gattinoni","is_ca":false},{"name":"Claude Guérin","is_ca":false},{"name":"Margaret S. Herridge","is_ca":true},{"name":"Carol Hodgson","is_ca":false},{"name":"Catherine L. Hough","is_ca":false},{"name":"Samir Jaber","is_ca":false},{"name":"Nicole P. Juffermans","is_ca":false},{"name":"Christian Karagiannidis","is_ca":false},{"name":"Jozef Kesecioğlu","is_ca":false},{"name":"Arthur Kwizera","is_ca":false},{"name":"John G. Laffey","is_ca":false},{"name":"Jordi Mancebo","is_ca":false},{"name":"Michael A. Matthay","is_ca":false},{"name":"Daniel F. McAuley","is_ca":false},{"name":"Alain Mercat","is_ca":false},{"name":"Nuala J. Meyer","is_ca":false},{"name":"Marc Moss","is_ca":false},{"name":"Laveena Munshi","is_ca":true},{"name":"Sheila Nainan Myatra","is_ca":false},{"name":"Michelle N. Gong","is_ca":false},{"name":"Laurent Papazian","is_ca":false},{"name":"Bhakti K. Patel","is_ca":false},{"name":"Mariangela Pellegrini","is_ca":false},{"name":"Anders Perner","is_ca":false},{"name":"Antonio Pesenti","is_ca":false},{"name":"Lise Piquilloud","is_ca":false},{"name":"Haibo Qiu","is_ca":false},{"name":"Marco Ranieri","is_ca":false},{"name":"Elisabeth D. Riviello","is_ca":false},{"name":"A. S. Slutsky","is_ca":true},{"name":"Renee D. Stapleton","is_ca":false},{"name":"Charlotte Summers","is_ca":false},{"name":"Carmen Sílvia Valente Barbas","is_ca":false},{"name":"Jesús Villar","is_ca":true},{"name":"Lorraine B. Ware","is_ca":false},{"name":"Björn Weiß","is_ca":false},{"name":"Fernando G. Zampieri","is_ca":true},{"name":"Élie Azoulay","is_ca":false},{"name":"Maurizio Cecconi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1013300229641143,"gpt":0.3621955538884278,"spread":0.2608655309243135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02562811,0.002097966,0.004069633,0.00835111,0.001392592,0.003889112,0.005582744,0.008950512,0.008216269],"category_scores_gemma":[0.1041664,0.001116495,0.007766622,0.005543833,0.001869806,0.003247832,0.005149588,0.009031428,0.00616417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006011386,"about_ca_system_score_gemma":0.03197199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01873994,"about_ca_topic_score_gemma":0.0250827,"domain_scores_codex":[0.9633757,0.013103,0.01460148,0.001118567,0.00678702,0.001014272],"domain_scores_gemma":[0.9156823,0.03357782,0.009191713,0.00154487,0.03773036,0.002272966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001416703,0.000144593,0.001828013,0.03478779,0.0004469725,0.000315451,0.0006590129,0.00121037,0.0004254722,0.01063639,0.7224457,0.2269586],"study_design_scores_gemma":[0.0003360172,0.0001014731,0.003996585,0.1501523,0.0007919003,0.0006500757,0.0004465079,0.0005459656,0.0002674715,0.01341423,0.8291716,0.0001258921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002392132,0.4688793,0.03454369,0.3688163,0.03073701,0.009693914,0.02290957,0.001298408,0.06072969],"genre_scores_gemma":[0.01938476,0.5237124,0.1985779,0.1670497,0.01249332,0.02381989,0.04021851,0.0005438135,0.01419984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02562811,"threshold_uncertainty_score":0.135536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754147990","doi":"10.1164/rccm.201703-0536oc","title":"Mechanical Ventilation–induced Diaphragm Atrophy Strongly Impacts Clinical Outcomes","year":2017,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":832,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto; University Health Network; Toronto General Hospital; St. Michael's Hospital; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Interquartile range; Ventilation (architecture); Spontaneous breathing trial; Odds ratio; Diaphragm (acoustics); Anesthesia; Confidence interval; Hazard ratio; Internal medicine","authors":[{"name":"Ewan C. Goligher","is_ca":true},{"name":"Martin Dres","is_ca":true},{"name":"Eddy Fan","is_ca":true},{"name":"Gordon D. Rubenfeld","is_ca":true},{"name":"Damon C. Scales","is_ca":true},{"name":"Margaret S. Herridge","is_ca":true},{"name":"Stefannie Vorona","is_ca":true},{"name":"Michael C. Sklar","is_ca":true},{"name":"Nuttapol Rittayamai","is_ca":true},{"name":"Ashley Lanys","is_ca":true},{"name":"Alistair Murray","is_ca":true},{"name":"Deborah Brace","is_ca":true},{"name":"Cristian Urrea","is_ca":true},{"name":"W. Darlene Reid","is_ca":true},{"name":"George Tomlinson","is_ca":true},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Brian P. Kavanagh","is_ca":true},{"name":"Laurent Brochard","is_ca":true},{"name":"Niall D. Ferguson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06121094954168906,"gpt":0.4105267927573334,"spread":0.3493158432156444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001142151,0.0004029555,0.0003739986,0.0003655748,0.0001941758,0.0005293251,0.000316459,0.0006117413,0.001595407],"category_scores_gemma":[0.006419735,0.0001462873,0.0003745665,0.0005051079,0.0005305609,0.0003522176,0.0005559659,0.0007705179,0.0002097035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002946873,"about_ca_system_score_gemma":0.0002972007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005479995,"about_ca_topic_score_gemma":0.0005956338,"domain_scores_codex":[0.999222,0.0003449238,0.00008427446,0.0001343249,0.0001335446,0.0000809247],"domain_scores_gemma":[0.9935817,0.001798525,0.003753637,0.0001903855,0.0002483199,0.0004275271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004069697,0.00003302635,0.9934384,0.0000805966,0.0001079853,0.0001306308,0.00001374302,0.0002163283,0.0006623022,0.00003291027,0.000166137,0.004710864],"study_design_scores_gemma":[0.000007465728,0.0001773266,0.9989265,0.00003509254,0.00004042263,0.0002821162,0.00001570635,0.0002623105,0.0001104084,0.00005512277,0.00008406879,0.000003486512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917771,0.005065469,0.0004512341,0.0007331112,0.00004304741,0.00002552224,0.0005606984,0.00001572711,0.001328185],"genre_scores_gemma":[0.998836,0.000549263,0.0001536154,0.0001094939,0.0000704492,0.000009852149,0.0002243017,0.000001615114,0.00004537178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001595407,"threshold_uncertainty_score":0.006040335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953390211","doi":"10.1186/s13613-019-0540-9","title":"Formal guidelines: management of acute respiratory distress syndrome","year":2019,"lang":"en","type":"review","venue":"Annals of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":813,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Société de Réanimation de Langue Française","keywords":"ARDS; Plateau pressure; Medicine; Extracorporeal membrane oxygenation; Anesthesiology; Acute respiratory distress; Tidal volume; Prone position; Mechanical ventilation; Ventilation (architecture); Intensive care medicine; Extracorporeal; Positive end-expiratory pressure; Anesthesia; Lung; Respiratory system; Internal medicine","authors":[{"name":"Laurent Papazian","is_ca":false},{"name":"Cécile Aubron","is_ca":false},{"name":"Laurent Brochard","is_ca":true},{"name":"Jean‐Daniel Chiche","is_ca":false},{"name":"Alain Combes","is_ca":false},{"name":"Didier Dreyfuss","is_ca":false},{"name":"Jean-Marie Forel","is_ca":false},{"name":"Claude Guérin","is_ca":false},{"name":"Samir Jaber","is_ca":false},{"name":"Armand Mekontso Dessap","is_ca":false},{"name":"Alain Mercat","is_ca":false},{"name":"Jean‐Christophe Richard","is_ca":false},{"name":"Damien Roux","is_ca":false},{"name":"Antoine Vieillard‐Baron","is_ca":false},{"name":"Henri Faure","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2656708651675563,"gpt":0.4587797727693161,"spread":0.1931089076017599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004563098,0.001401114,0.002217785,0.005724696,0.0007026801,0.001617932,0.002527228,0.002956442,0.01086001],"category_scores_gemma":[0.01532931,0.0005589597,0.002603513,0.003199241,0.0007717832,0.001567494,0.001431772,0.002684474,0.0046428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001930538,"about_ca_system_score_gemma":0.00832419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005201614,"about_ca_topic_score_gemma":0.008276046,"domain_scores_codex":[0.9958801,0.001286185,0.00136236,0.0001433641,0.001168125,0.0001597985],"domain_scores_gemma":[0.9913504,0.002738466,0.002102722,0.0001818662,0.003372861,0.0002536407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000883994,0.0001054302,0.0005240384,0.07899536,0.0003716969,0.0002692988,0.0002071502,0.0002975112,0.0003105683,0.004316303,0.3261064,0.5884079],"study_design_scores_gemma":[0.0002196531,0.0000922861,0.002171763,0.1487667,0.0007405001,0.001116068,0.0001158127,0.0001306914,0.0001784627,0.002465024,0.8439642,0.0000389646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004990976,0.9475706,0.003118498,0.01643304,0.008685271,0.002385057,0.002386468,0.0001987027,0.01872335],"genre_scores_gemma":[0.005198652,0.9461327,0.02147962,0.009768238,0.002259492,0.002313617,0.005044774,0.0000434606,0.00775944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01086001,"threshold_uncertainty_score":0.03633028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136962715","doi":"10.1183/09031936.00069712","title":"Consensus statement for inert gas washout measurement using multiple- and single- breath tests","year":2013,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":790,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Hospital for Sick Children; Great Ormond Street Hospital for Children; Inselspital, Universitätsspital Bern; Murdoch Children's Research Institute; Children’s Hospital of Wisconsin Research Institute; Sahlgrenska Akademin; University of Bern; Göteborgs Universitet; European Respiratory Society; National Institute for Health and Care Research; American Thoracic Society","keywords":"Medicine; Spirometry; Lung function; Washout; Intensive care medicine; Medical physics; Test (biology); Clinical Practice; Risk analysis (engineering); Lung; Family medicine; Internal medicine","authors":[{"name":"Paul D. Robinson","is_ca":false},{"name":"Philipp Latzin","is_ca":false},{"name":"Sylvia Verbanck","is_ca":false},{"name":"Graham L. Hall","is_ca":false},{"name":"Alex Horsley","is_ca":false},{"name":"Monika Gappa","is_ca":false},{"name":"Cindy Thamrin","is_ca":false},{"name":"Hubertus G.M. Arets","is_ca":false},{"name":"Paul Aurora","is_ca":false},{"name":"Susanne Fuchs","is_ca":false},{"name":"Gregory G. King","is_ca":false},{"name":"Sooky Lum","is_ca":false},{"name":"Kenneth Macleod","is_ca":false},{"name":"Manuel Paiva","is_ca":false},{"name":"J. Jane Pillow","is_ca":false},{"name":"Sarath Ranganathan","is_ca":false},{"name":"Félix Ratjen","is_ca":false},{"name":"Florian Singer","is_ca":false},{"name":"Samatha Sonnappa","is_ca":false},{"name":"Janet Stocks","is_ca":false},{"name":"Padmaja Subbarao","is_ca":false},{"name":"Bruce Thompson","is_ca":false},{"name":"Per Gustafsson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1378216839285793,"gpt":0.3037082165955023,"spread":0.1658865326669231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1088796,0.001728609,0.004190786,0.004173697,0.004179028,0.005964372,0.01242278,0.03087048,0.008841895],"category_scores_gemma":[0.1869868,0.002064016,0.008804935,0.003582598,0.003994632,0.005261122,0.007449462,0.02809427,0.01370487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005813232,"about_ca_system_score_gemma":0.02547151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004869367,"about_ca_topic_score_gemma":0.003962468,"domain_scores_codex":[0.8994996,0.03758176,0.03142612,0.004498997,0.02357541,0.003418142],"domain_scores_gemma":[0.7129434,0.08381455,0.01477926,0.01109201,0.1651411,0.01222973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002819048,0.0001797684,0.00119515,0.01212747,0.0002234559,0.0009958304,0.001342973,0.0008804309,0.001814214,0.01576745,0.7770495,0.1881418],"study_design_scores_gemma":[0.00019024,0.0001486288,0.001579741,0.02590249,0.0002144856,0.001617429,0.0008324107,0.0007084438,0.001007726,0.01563685,0.951984,0.0001775215],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002336785,0.06946701,0.0808346,0.6609159,0.1362039,0.008179945,0.004094677,0.0008037244,0.03716357],"genre_scores_gemma":[0.03464637,0.06976321,0.4270979,0.3452604,0.04638489,0.02810114,0.009577946,0.0009173939,0.03825084],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1088796,"threshold_uncertainty_score":0.5758173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801508025","doi":"10.1016/s0140-6736(18)30479-3","title":"Mortality and morbidity in acutely ill adults treated with liberal versus conservative oxygen therapy (IOTA): a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"The Lancet","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":774,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact; McMaster University","funders":"Health Research Council of New Zealand","keywords":"Medicine; Oxygen therapy; Meta-analysis; Randomized controlled trial; MEDLINE; Myocardial infarction; Clinical trial; Intensive care medicine; Pneumonia; Internal medicine","authors":[{"name":"Derek K. Chu","is_ca":true},{"name":"Lisa H-Y Kim","is_ca":true},{"name":"Paul J. Young","is_ca":false},{"name":"Nima Zamiri","is_ca":true},{"name":"Saleh A. Almenawer","is_ca":true},{"name":"Roman Jaeschke","is_ca":true},{"name":"Wojciech Szczeklik","is_ca":true},{"name":"Holger J. Schünemann","is_ca":true},{"name":"John Neary","is_ca":true},{"name":"Waleed Alhazzani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3089509114987854,"gpt":0.4087088590700292,"spread":0.09975794757124384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006287384,0.002139835,0.01507932,0.002940743,0.0004306452,0.002652039,0.001672294,0.002088506,0.003178278],"category_scores_gemma":[0.01704849,0.001377126,0.03046945,0.003744627,0.0006123016,0.001591996,0.001540816,0.002446435,0.0002672794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678824,"about_ca_system_score_gemma":0.00210601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005614307,"about_ca_topic_score_gemma":0.01563956,"domain_scores_codex":[0.9955257,0.001567324,0.001659819,0.0005771836,0.0004597263,0.0002102031],"domain_scores_gemma":[0.9925169,0.00522526,0.001526728,0.0002371513,0.0003679795,0.0001259139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004402877,0.00005264507,0.0049914,0.3679768,0.6054733,0.0001058736,0.00009265388,0.0002886183,0.0002520547,0.0001214129,0.0006019023,0.01564049],"study_design_scores_gemma":[0.001086923,0.0002511952,0.004136625,0.01560874,0.9773089,0.00006644814,0.00005942416,0.0000720801,0.00007561215,0.0001343589,0.001173281,0.00002647487],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005930707,0.9930381,0.0002079912,0.0001191821,0.0001439021,0.00009256723,0.000318592,0.00000983748,0.0001390715],"genre_scores_gemma":[0.1749483,0.8209594,0.001437741,0.001191123,0.0003260617,0.0003306248,0.0005241674,0.00002022088,0.0002622972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01507932,"threshold_uncertainty_score":0.03325123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885500852","doi":"10.1016/s2213-2600(18)30177-2","title":"Acute respiratory distress syndrome subphenotypes and differential response to simvastatin: secondary analysis of a randomised controlled trial","year":2018,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":754,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institutes of Health; National Institute for Health and Care Research; Virginia Marine Resources Commission; Bayer Fund; GlaxoSmithKline; Public Health Agency; National Heart, Lung, and Blood Institute; National Institute for Social Care and Health Research; Pharmaceuticals Bayer; Health Research Board; CSL Behring; Medical Research Council; National Institute on Handicapped Research; Health and Social Care Northern Ireland; U.S. Department of Defense","keywords":"Medicine; ARDS; Randomized controlled trial; Internal medicine; Placebo; Clinical trial; Pediatrics; Pathology; Lung; Alternative medicine","authors":[{"name":"Carolyn S. Calfee","is_ca":false},{"name":"Kevin Delucchi","is_ca":false},{"name":"Pratik Sinha","is_ca":false},{"name":"Michael A. Matthay","is_ca":false},{"name":"Jonathan Hackett","is_ca":false},{"name":"Manu Shankar‐Hari","is_ca":false},{"name":"Clíona McDowell","is_ca":false},{"name":"John G. Laffey","is_ca":true},{"name":"Cecilia O’Kane","is_ca":false},{"name":"Daniel F. McAuley","is_ca":false},{"name":"Andrew J. Johnston","is_ca":false},{"name":"Archana Paikray","is_ca":false},{"name":"Cat Yates","is_ca":false},{"name":"Petra Polgarova","is_ca":false},{"name":"Esther Price","is_ca":false},{"name":"Amy McInerney","is_ca":false},{"name":"Katarzyna Zamoscik","is_ca":false},{"name":"Ged Dempsey","is_ca":false},{"name":"Colette Seasman","is_ca":false},{"name":"Lynn Gilfeather","is_ca":false},{"name":"Noel Hemmings","is_ca":false},{"name":"Sinéad O’Kane","is_ca":false},{"name":"Paul Johnston","is_ca":false},{"name":"Chris Nutt","is_ca":false},{"name":"Orla O'Neill","is_ca":false},{"name":"Prashast Prashast","is_ca":false},{"name":"Chris Smalley","is_ca":false},{"name":"Reni Jacob","is_ca":false},{"name":"James O’Rourke","is_ca":false},{"name":"Syed Farjad Sultan","is_ca":false},{"name":"Carole Schilling","is_ca":false},{"name":"Gavin D. Perkins","is_ca":false},{"name":"Teresa Melody","is_ca":false},{"name":"Keith Couper","is_ca":false},{"name":"Ron Daniels","is_ca":false},{"name":"Fang Gao","is_ca":false},{"name":"Julian Hull","is_ca":false},{"name":"Timothy H Gould","is_ca":false},{"name":"Matthew Thomas","is_ca":false},{"name":"Katie Sweet","is_ca":false},{"name":"Dorothy Breen","is_ca":false},{"name":"Emer Neau","is_ca":false},{"name":"Willis J Peel","is_ca":false},{"name":"Catherine Jardine","is_ca":false},{"name":"P. Jefferson","is_ca":false},{"name":"Stephen E. Wright","is_ca":false},{"name":"Kayla Harris","is_ca":false},{"name":"Sarah Hierons","is_ca":false},{"name":"Veronica McInerney","is_ca":false},{"name":"Luigi Camporota","is_ca":false},{"name":"Katie Lei","is_ca":false},{"name":"Sundeep Kaul","is_ca":false},{"name":"Molly Chibvuri","is_ca":false},{"name":"Andrew Gratrix","is_ca":false},{"name":"Rachael E. Bennett","is_ca":false},{"name":"Victoria Martinson","is_ca":false},{"name":"Lisa Sleight","is_ca":false},{"name":"Neil Smith","is_ca":false},{"name":"Philip Hopkins","is_ca":false},{"name":"Daniel Hadfield","is_ca":false},{"name":"Sarah Casboult","is_ca":false},{"name":"Fiona Wade-Smith","is_ca":false},{"name":"Julie Ann Dawson","is_ca":false},{"name":"Clare Mellis","is_ca":false},{"name":"Clair Harris","is_ca":false},{"name":"Georgina Parsons","is_ca":false},{"name":"Sinead Helyar","is_ca":false},{"name":"Andrew Bodenham","is_ca":false},{"name":"S. Elliot","is_ca":false},{"name":"Z. Beardow","is_ca":false},{"name":"Sian Birch","is_ca":false},{"name":"Brian Marsh","is_ca":false},{"name":"Teresa Martin","is_ca":false},{"name":"Akesh Dhrampal","is_ca":false},{"name":"Melissa Rosbergen","is_ca":false},{"name":"Stephen Webb","is_ca":false},{"name":"Fiona Bottrill","is_ca":false},{"name":"Henrik Reschreiter","is_ca":false},{"name":"Helena Barcraft-Barnes","is_ca":false},{"name":"Julie Camsooksai","is_ca":false},{"name":"Aisling Clarkson","is_ca":false},{"name":"Conor Bentley","is_ca":false},{"name":"Lauren B. Cooper","is_ca":false},{"name":"Yongyan Qui","is_ca":false},{"name":"Natalie Mitchell","is_ca":false},{"name":"Ronald Carrera","is_ca":false},{"name":"Arlo Whitehouse","is_ca":false},{"name":"Christopher Danbury","is_ca":false},{"name":"Nicola Jacques","is_ca":false},{"name":"Abby Brown","is_ca":false},{"name":"Angela J. Rogers","is_ca":false},{"name":"Craig Morris","is_ca":false},{"name":"Timothy R. Walsh","is_ca":false},{"name":"Mike A Gillies","is_ca":false},{"name":"Grant Price","is_ca":false},{"name":"Kallirroi Kefala","is_ca":false},{"name":"Neil Young","is_ca":false},{"name":"David Hope","is_ca":false},{"name":"Corrienne McCulloch","is_ca":false},{"name":"Jean Antonelli","is_ca":false},{"name":"Pam Ramsay","is_ca":false},{"name":"Kirsty Everingham","is_ca":false},{"name":"Louise Boardman","is_ca":false},{"name":"Heidi Dawson","is_ca":false},{"name":"F. Edward Pollock","is_ca":false},{"name":"Joanne Thompson","is_ca":false},{"name":"Ingeborg Welters","is_ca":false},{"name":"Lee Poole","is_ca":false},{"name":"Peter Hampshire","is_ca":false},{"name":"Alison Hall","is_ca":false},{"name":"Laura Youds","is_ca":false},{"name":"Samantha Hendry","is_ca":false},{"name":"Victoria Waugh","is_ca":false},{"name":"Julie Patrick-Heselton","is_ca":false},{"name":"David Shaw","is_ca":false},{"name":"Irfan Chaudry","is_ca":false},{"name":"Jacqueline Baldwin","is_ca":false},{"name":"Stephen Drage","is_ca":false},{"name":"Laura Ortiz-Ruiz de Gordoa","is_ca":false},{"name":"Leona Bannon","is_ca":false},{"name":"Vanessa Quinn","is_ca":false},{"name":"Lia McNamee","is_ca":false},{"name":"Griania White","is_ca":false},{"name":"Maurizio Cecconi","is_ca":false},{"name":"Johannes Mellinghoff","is_ca":false},{"name":"Donal Ryan","is_ca":false},{"name":"Alistair Nichol","is_ca":false},{"name":"Banwari Agarwal","is_ca":false},{"name":"Paula Meale","is_ca":false},{"name":"Sarah Aissi James","is_ca":false},{"name":"Kulwant Dhadwal","is_ca":false},{"name":"Daniel Martín","is_ca":false},{"name":"Agnieszka Walecka","is_ca":false},{"name":"Stephen Ward","is_ca":false},{"name":"John Trinder","is_ca":true},{"name":"Samantha Hagan","is_ca":false},{"name":"Janice Montgomery","is_ca":false},{"name":"Catherine Léonard","is_ca":false},{"name":"Elizabeth Lemon","is_ca":false},{"name":"Tom Trinick","is_ca":false},{"name":"Murthy Buddhavarapu","is_ca":false},{"name":"Geraldine Ward","is_ca":false},{"name":"Christopher Bassford","is_ca":false},{"name":"Alan Davidson","is_ca":false},{"name":"Kate McGuigan","is_ca":false},{"name":"Anissa Benchiheub","is_ca":false},{"name":"Naomi Hickey","is_ca":false},{"name":"A. Binning","is_ca":false},{"name":"Steven Henderson","is_ca":false},{"name":"Joel Wood","is_ca":true},{"name":"Andrew Burtenshaw","is_ca":false},{"name":"Dawn Kelly","is_ca":false},{"name":"Terry Martin","is_ca":false},{"name":"Jessica Thrush","is_ca":false},{"name":"Julie Wollaston","is_ca":false},{"name":"Stephen J. Graystone","is_ca":false},{"name":"Gavin Nicol","is_ca":false},{"name":"Gareth P. Sellors","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03388984998605889,"gpt":0.3244446919017277,"spread":0.2905548419156688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006309029,0.002755102,0.008880235,0.0006108115,0.000670849,0.001764514,0.001218746,0.002631536,0.008075815],"category_scores_gemma":[0.01029974,0.001074562,0.009690884,0.0009400155,0.00215299,0.001819828,0.001233558,0.003132898,0.0008904753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306503,"about_ca_system_score_gemma":0.001381283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272455,"about_ca_topic_score_gemma":0.001861048,"domain_scores_codex":[0.9929193,0.00442118,0.0007258399,0.000957963,0.0003467334,0.0006290973],"domain_scores_gemma":[0.9931299,0.003380267,0.001563146,0.0008878884,0.0004410482,0.0005977683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.9814585,0.0006377938,0.00228858,0.00136969,0.01097699,0.00003532451,0.00004095176,0.0001313217,0.0006270437,0.00007425702,0.0001921844,0.002167524],"study_design_scores_gemma":[0.9472891,0.02398603,0.01019205,0.0001318471,0.01688867,0.0000453351,0.00005448763,0.0003380226,0.0002416962,0.0004098869,0.0003822507,0.00004055267],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781061,0.01219421,0.001493171,0.0005902555,0.0008099992,0.003864452,0.001566464,0.00008096481,0.001294264],"genre_scores_gemma":[0.9910348,0.001752221,0.001116056,0.0006004068,0.0004678466,0.002940378,0.001189922,0.00001680457,0.0008815701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008880235,"threshold_uncertainty_score":0.03336573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080517202","doi":"10.1016/s2213-2600(20)30370-2","title":"Pathophysiology of COVID-19-associated acute respiratory distress syndrome: a multicentre prospective observational study","year":2020,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":736,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"Regione Lombardia; Regione Emilia-Romagna","keywords":"ARDS; Medicine; Intensive care unit; Prospective cohort study; Intensive care; Pulmonary compliance; Coronavirus disease 2019 (COVID-19); Cohort study; Respiratory distress; Nasal cannula; Internal medicine; Emergency medicine; Intensive care medicine; Lung; Anesthesia; Surgery","authors":[{"name":"Giacomo Grasselli","is_ca":false},{"name":"Tommaso Tonetti","is_ca":false},{"name":"Alessandro Protti","is_ca":false},{"name":"Thomas Länger","is_ca":false},{"name":"Massimo Girardis","is_ca":false},{"name":"Giacomo Bellani","is_ca":false},{"name":"John G. Laffey","is_ca":false},{"name":"Gianpaolo Carrafiello","is_ca":false},{"name":"Luca Carsana","is_ca":false},{"name":"Chiara Rizzuto","is_ca":false},{"name":"Alberto Zanella","is_ca":false},{"name":"Vittorio Scaravilli","is_ca":false},{"name":"Giacinto Pizzilli","is_ca":false},{"name":"Domenico Luca Grieco","is_ca":false},{"name":"Letizia Di Meglio","is_ca":false},{"name":"Gennaro De Pascale","is_ca":false},{"name":"Ezio Lanza","is_ca":false},{"name":"Francesco Monteduro","is_ca":false},{"name":"Maurizio Zompatori","is_ca":false},{"name":"Claudia Filippini","is_ca":false},{"name":"Franco Locatelli","is_ca":false},{"name":"Maurizio Cecconi","is_ca":false},{"name":"Roberto Fumagalli","is_ca":false},{"name":"Stefano Nava","is_ca":false},{"name":"Jean‐Louis Vincent","is_ca":false},{"name":"Massimo Antonelli","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Antonio Artigas","is_ca":false},{"name":"V. Marco Ranieri","is_ca":false},{"name":"Alfredo Lissoni","is_ca":false},{"name":"Nicola De Rossi","is_ca":false},{"name":"Amedeo Guzzardella","is_ca":false},{"name":"Carlo Valsecchi","is_ca":false},{"name":"Fabiana Madotto","is_ca":false},{"name":"Francesca Bevilacqua","is_ca":false},{"name":"Marco Di Laudo","is_ca":false},{"name":"Lorenzo Querci","is_ca":false},{"name":"Carmen Seccafico","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1792766744777677,"gpt":0.380090805462966,"spread":0.2008141309851983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002195643,0.001064873,0.001344069,0.0007042495,0.001060339,0.002071292,0.001374532,0.002052791,0.001915418],"category_scores_gemma":[0.00497766,0.001289379,0.001943824,0.001861539,0.0008914354,0.001729379,0.001758292,0.002170969,0.0004822028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000987028,"about_ca_system_score_gemma":0.001114946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007066976,"about_ca_topic_score_gemma":0.006671702,"domain_scores_codex":[0.9973959,0.0008592895,0.0003138117,0.0007731556,0.0002317255,0.0004262047],"domain_scores_gemma":[0.9949359,0.0007554256,0.002258681,0.0007858847,0.0004770739,0.0007870172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008714949,0.0001028612,0.9975298,0.00004742169,0.0004135684,0.0001169481,0.00007682024,0.00003168938,0.0002299096,0.00004646236,0.0001700393,0.0003629977],"study_design_scores_gemma":[0.0001110459,0.0003380103,0.9983371,0.00002674871,0.0002088221,0.0002762594,0.0002799038,0.0001488488,0.00002789007,0.00005633153,0.0001728123,0.0000161584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971096,0.001115994,0.0002116983,0.00009236859,0.00003614664,0.00004155104,0.001112049,0.000003943629,0.0002766409],"genre_scores_gemma":[0.9976341,0.0003351588,0.0002232586,0.0001096135,0.00005464873,0.0000599454,0.001442928,0.000004473588,0.000135851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007066976,"threshold_uncertainty_score":0.01405168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154929212","doi":"10.1164/rccm.200706-893oc","title":"Evolution of Mechanical Ventilation in Response to Clinical Research","year":2007,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":730,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University Health Network","funders":"","keywords":"Medicine; Mechanical ventilation; Randomized controlled trial; Intensive care; Ventilation (architecture); Cohort study; Cohort; Concordance; Clinical trial; Observational study; Prospective cohort study; Emergency medicine; Intensive care medicine; Internal medicine","authors":[{"name":"Niall D. Ferguson","is_ca":true},{"name":"Maureen O. Meade","is_ca":true},{"name":"Fernando Frutos–Vivar","is_ca":false},{"name":"Carlos Apezteguía","is_ca":false},{"name":"Laurent Brochard","is_ca":false},{"name":"Konstantinos Raymondos","is_ca":false},{"name":"Nicolás Nín","is_ca":false},{"name":"Javier Hurtado","is_ca":false},{"name":"Vinko Tomicić","is_ca":false},{"name":"Marco González","is_ca":false},{"name":"José Elizalde","is_ca":false},{"name":"Peter Nightingale","is_ca":false},{"name":"Fekri Abroug","is_ca":false},{"name":"Paolo Pelosi","is_ca":false},{"name":"Yaseen M. Arabi","is_ca":false},{"name":"Rui P. Moreno","is_ca":false},{"name":"Manuel Jibaja","is_ca":false},{"name":"Gabriel D’Empaire","is_ca":false},{"name":"Fredi Sandi","is_ca":false},{"name":"Dimitros Matamis","is_ca":false},{"name":"Ana María Montañez","is_ca":false},{"name":"Antonio Anzueto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.190942998423927,"gpt":0.5260168389899991,"spread":0.335073840566072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1375679,0.0005739809,0.001240995,0.006259542,0.0007141808,0.005021336,0.002569118,0.003544351,0.002280064],"category_scores_gemma":[0.3729803,0.0005094434,0.00121255,0.009773297,0.004514391,0.004202362,0.003173859,0.001722827,0.0004682138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004901413,"about_ca_system_score_gemma":0.004399478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590922,"about_ca_topic_score_gemma":0.0009758454,"domain_scores_codex":[0.8155538,0.1141531,0.02760841,0.01565338,0.02439974,0.002631618],"domain_scores_gemma":[0.4353148,0.2610753,0.2170268,0.03132752,0.04713314,0.008122425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00132583,0.0001473973,0.9546993,0.001332567,0.000665942,0.00009864842,0.0007246364,0.0004646702,0.0007215859,0.001445324,0.0009707731,0.03740328],"study_design_scores_gemma":[0.0001634406,0.001493364,0.9895817,0.0007647119,0.0001975159,0.0006483982,0.0008385232,0.001208147,0.0004412506,0.001222932,0.003402164,0.00003781265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8584705,0.08302672,0.01076796,0.03122921,0.0005100669,0.001584566,0.002837694,0.0002395912,0.01133373],"genre_scores_gemma":[0.9821458,0.004106968,0.006975453,0.004414854,0.0006563565,0.0005479048,0.000889562,0.00003316634,0.0002298006],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1375679,"threshold_uncertainty_score":0.7275373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013710445","doi":"10.1016/j.jphys.2020.03.011","title":"Physiotherapy management for COVID-19 in the acute hospital setting: clinical practice recommendations","year":2020,"lang":"en","type":"article","venue":"Journal of physiotherapy","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":729,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Physical therapy; Coronavirus disease 2019 (COVID-19); Acute care; Workforce; Personal protective equipment; Acute hospital; MEDLINE; Health care","authors":[{"name":"Peter Thomas","is_ca":false},{"name":"Claire Baldwin","is_ca":false},{"name":"Bernie Bissett","is_ca":false},{"name":"Ianthe Boden","is_ca":false},{"name":"Rik Gosselink","is_ca":false},{"name":"Catherine L. Granger","is_ca":false},{"name":"Carol Hodgson","is_ca":false},{"name":"Alice Jones","is_ca":false},{"name":"Michelle E. Kho","is_ca":true},{"name":"Rachael Moses","is_ca":false},{"name":"George Ntoumenopoulos","is_ca":false},{"name":"Selina M. Parry","is_ca":false},{"name":"Shane Patman","is_ca":false},{"name":"Lisa van der Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05746015764105488,"gpt":0.4745251748891972,"spread":0.4170650172481423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007583597,0.001087704,0.001327026,0.002717618,0.002247708,0.00327733,0.002875745,0.006327528,0.0133415],"category_scores_gemma":[0.03464765,0.0005245851,0.001647534,0.00151373,0.001103965,0.003015429,0.003387057,0.006591813,0.007783139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002952965,"about_ca_system_score_gemma":0.01492637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469991,"about_ca_topic_score_gemma":0.03265016,"domain_scores_codex":[0.9935659,0.002548035,0.001384966,0.000283205,0.00172514,0.0004928992],"domain_scores_gemma":[0.9767925,0.0070073,0.001862364,0.0004395148,0.01079314,0.003105067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008412542,0.001274094,0.006774271,0.005601338,0.00007141068,0.0009632176,0.001233974,0.001151147,0.000388666,0.002325806,0.4744363,0.5056958],"study_design_scores_gemma":[0.0009403225,0.0007817792,0.0359792,0.1195776,0.0002940666,0.003655113,0.0104633,0.002839866,0.0009652686,0.02031967,0.8038355,0.0003483599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.008217243,0.07411774,0.0223596,0.7698978,0.006740961,0.006454347,0.001814601,0.001317288,0.1090804],"genre_scores_gemma":[0.0839214,0.3299656,0.3846521,0.131358,0.01033861,0.01642052,0.004278562,0.0005619652,0.03850324],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01469991,"threshold_uncertainty_score":0.04463184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385216881","doi":"10.1164/rccm.202303-0558ws","title":"A New Global Definition of Acute Respiratory Distress Syndrome","year":2023,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":727,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Pulse oximetry; ARDS; Intensive care medicine; Hypoxemia; Acute respiratory distress; Triage; Oxygen saturation; Fraction of inspired oxygen; Intensive care; Medical emergency; Mechanical ventilation; Anesthesia; Lung; Internal medicine; Oxygen","authors":[{"name":"Michael A. Matthay","is_ca":false},{"name":"Yaseen M. Arabi","is_ca":false},{"name":"Alejandro C. Arroliga","is_ca":false},{"name":"Gordon R. Bernard","is_ca":false},{"name":"Andrew D. Bersten","is_ca":false},{"name":"Laurent Brochard","is_ca":true},{"name":"Carolyn S. Calfee","is_ca":false},{"name":"Alain Combes","is_ca":false},{"name":"Brian M. Daniel","is_ca":false},{"name":"Niall D. Ferguson","is_ca":true},{"name":"Michelle N. Gong","is_ca":false},{"name":"Jeffrey E. Gotts","is_ca":false},{"name":"Margaret S. Herridge","is_ca":true},{"name":"John G. Laffey","is_ca":false},{"name":"Kathleen D. Liu","is_ca":false},{"name":"F.S. Machado","is_ca":false},{"name":"Thomas R. Martin","is_ca":false},{"name":"Alain Mercat","is_ca":false},{"name":"Marc Moss","is_ca":false},{"name":"Richard A. Mularski","is_ca":false},{"name":"Antonio Artigas","is_ca":false},{"name":"Haibo Qiu","is_ca":false},{"name":"Nagarajan Ramakrishnan","is_ca":false},{"name":"V. Marco Ranieri","is_ca":false},{"name":"Elisabeth D. Riviello","is_ca":false},{"name":"Eileen Rubin","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"B. Taylor Thompson","is_ca":false},{"name":"Théogène Twagirumugabe","is_ca":false},{"name":"Lorraine B. Ware","is_ca":false},{"name":"Katherine D. Wick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03176613755698798,"gpt":0.3361456965481516,"spread":0.3043795589911636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01062198,0.001901807,0.001738837,0.007593099,0.001172712,0.004364201,0.002004496,0.00260467,0.004190798],"category_scores_gemma":[0.01223667,0.0003125094,0.001447838,0.006090472,0.003833638,0.004543827,0.006224781,0.006894768,0.001360453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00345992,"about_ca_system_score_gemma":0.007452661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002996663,"about_ca_topic_score_gemma":0.001848986,"domain_scores_codex":[0.9891248,0.004417326,0.002166266,0.001375892,0.00196183,0.0009538317],"domain_scores_gemma":[0.9885496,0.002591046,0.001890168,0.0004163112,0.004913875,0.001638923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002318318,0.0001370331,0.04383814,0.004803238,0.000238188,0.001506326,0.003181606,0.002156762,0.001365844,0.2270791,0.4103698,0.3050922],"study_design_scores_gemma":[0.00009000341,0.000240162,0.03324911,0.009333396,0.0001331654,0.004479977,0.00308875,0.001728331,0.0002467311,0.05825276,0.8890008,0.0001569192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.03013115,0.3869959,0.08624514,0.3086818,0.05608013,0.00181544,0.0122286,0.0006676429,0.1171542],"genre_scores_gemma":[0.3485193,0.2550304,0.1332791,0.1319137,0.0754873,0.008139907,0.03292206,0.0004193313,0.01428893],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01062198,"threshold_uncertainty_score":0.05617505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1823772832","doi":"10.1164/rccm.200805-722oc","title":"Has Mortality from Acute Respiratory Distress Syndrome Decreased over Time?: A Systematic Review","year":2008,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":727,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of Calgary; University of Alberta; St. Michael's Hospital; Mount Sinai Hospital; Sunnybrook Health Science Centre; Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Observational study; ARDS; Odds ratio; Confidence interval; Randomized controlled trial; Internal medicine; Meta-analysis; Lung","authors":[{"name":"Jason Phua","is_ca":true},{"name":"Joan R. Badia","is_ca":true},{"name":"Neill K. J. Adhikari","is_ca":true},{"name":"Jan O. Friedrich","is_ca":true},{"name":"Robert Fowler","is_ca":true},{"name":"Jeffrey M. Singh","is_ca":true},{"name":"Damon C. Scales","is_ca":true},{"name":"David R. Stather","is_ca":true},{"name":"Amanda Li","is_ca":true},{"name":"Andrew Jones","is_ca":false},{"name":"David Gattas","is_ca":false},{"name":"David Hallett","is_ca":true},{"name":"George Tomlinson","is_ca":true},{"name":"Thomas E. Stewart","is_ca":true},{"name":"Niall D. Ferguson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05338272458787396,"gpt":0.3724168165206459,"spread":0.3190340919327719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0135231,0.001487456,0.0100719,0.009971813,0.0005374925,0.003068476,0.00179509,0.002832288,0.003229029],"category_scores_gemma":[0.06219507,0.00144436,0.009041997,0.01217444,0.00146056,0.003364829,0.001377589,0.001447946,0.0002501257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004007078,"about_ca_system_score_gemma":0.008127906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00908578,"about_ca_topic_score_gemma":0.02022061,"domain_scores_codex":[0.9870459,0.005000051,0.004622193,0.001423818,0.001674273,0.0002337212],"domain_scores_gemma":[0.9464605,0.03418879,0.0152085,0.0006915173,0.002952393,0.0004984176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003894111,0.0000204617,0.005150969,0.933286,0.03645117,0.0001190242,0.0001772603,0.0001410112,0.0001154007,0.0001616871,0.000991357,0.02299624],"study_design_scores_gemma":[0.0007515225,0.0004790819,0.02675549,0.7214758,0.2388736,0.0008481545,0.000344972,0.0002915725,0.0002006046,0.0004361046,0.009469661,0.00007349817],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001675303,0.9971884,0.0001290238,0.0003589538,0.0001003854,0.0001568333,0.0002926076,0.000006208477,0.00009236822],"genre_scores_gemma":[0.04974249,0.9469168,0.0008927043,0.001069441,0.0002209286,0.0007470869,0.0003145286,0.000008108561,0.0000878878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0135231,"threshold_uncertainty_score":0.07151783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166234433","doi":"10.1164/rccm.201004-0670oc","title":"Rapidly Progressive Diaphragmatic Weakness and Injury during Mechanical Ventilation in Humans","year":2010,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":723,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Mechanical ventilation; Weakness; Diaphragmatic breathing; Anesthesia; Intensive care medicine; Surgery; Pathology","authors":[{"name":"Samir Jaber","is_ca":false},{"name":"Basil J. Petrof","is_ca":true},{"name":"Boris Jung","is_ca":false},{"name":"Gérald Chanques","is_ca":false},{"name":"Jean‐Philippe Berthet","is_ca":false},{"name":"Christophe Rabuel","is_ca":false},{"name":"Hassan Bouyabrine","is_ca":false},{"name":"Patricia Courouble","is_ca":false},{"name":"Christelle Koechlin‐Ramonatxo","is_ca":false},{"name":"Mustapha Sebbane","is_ca":false},{"name":"Thomas Similowski","is_ca":false},{"name":"Valérie Scheuermann","is_ca":false},{"name":"Alexandre Mebazaa","is_ca":false},{"name":"Xavier Capdevila","is_ca":false},{"name":"Dominique Mornet","is_ca":false},{"name":"Jacques Mercier","is_ca":false},{"name":"Alain Lacampagne","is_ca":false},{"name":"Alexandre Philips","is_ca":false},{"name":"Stéfan Matecki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01106570934227617,"gpt":0.3181793098809652,"spread":0.307113600538689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360534,0.0003482905,0.0004234567,0.0003152466,0.0002527582,0.0002525828,0.0001950295,0.0004521589,0.000960951],"category_scores_gemma":[0.0004473472,0.0001511904,0.0002115565,0.0001840494,0.0004643668,0.0002785911,0.0004016529,0.0004042706,0.0001949047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001640828,"about_ca_system_score_gemma":0.0001448606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002195293,"about_ca_topic_score_gemma":0.0002908045,"domain_scores_codex":[0.9998629,0.00003179274,0.00001396118,0.000049037,0.00002140824,0.00002086712],"domain_scores_gemma":[0.9997444,0.00002470414,0.0001479643,0.00002046909,0.00001202733,0.00005037078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005402695,0.0005620564,0.7614497,0.0005351913,0.0002661431,0.01153438,0.0004152191,0.0005546926,0.1845068,0.0003336282,0.0006182859,0.03382129],"study_design_scores_gemma":[0.00003733049,0.004530448,0.980325,0.00005098771,0.00003836913,0.01143722,0.0001102347,0.0003602583,0.002393627,0.00009742258,0.000608638,0.00001050516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964998,0.001952368,0.0007054023,0.00004696056,0.00001331631,0.0000441524,0.00009643586,0.00001311645,0.0006284131],"genre_scores_gemma":[0.9986866,0.0005333017,0.0003153345,0.00005652052,0.00002060621,0.00002812959,0.0001751286,0.000001706781,0.0001826761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000960951,"threshold_uncertainty_score":0.003214657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097665403","doi":"10.1001/jama.289.16.2104","title":"Injurious Mechanical Ventilation and End-Organ Epithelial Cell Apoptosis and Organ Dysfunction in an Experimental Model of Acute Respiratory Distress Syndrome","year":2003,"lang":"en","type":"article","venue":"JAMA","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":720,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Multiple organ dysfunction syndrome; Medicine; In vivo; Apoptosis; ARDS; Lung; Organ dysfunction; Fas ligand; Pathology; Internal medicine; Immunology; Programmed cell death; Biology; Sepsis; Biochemistry","authors":[{"name":"Yumiko Imai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01790629872755796,"gpt":0.2660288589251046,"spread":0.2481225601975466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238307,0.0008269633,0.0008664618,0.0005697762,0.0002476948,0.0004739015,0.000492794,0.0006639953,0.001290333],"category_scores_gemma":[0.0008051977,0.0002804259,0.0005227412,0.0003382994,0.0007517705,0.0004110946,0.0004273792,0.001096508,0.0001328054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005385582,"about_ca_system_score_gemma":0.0004995146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003146923,"about_ca_topic_score_gemma":0.0007799482,"domain_scores_codex":[0.9991455,0.0003706173,0.0000975094,0.0001020645,0.0001638727,0.0001203187],"domain_scores_gemma":[0.9990538,0.000145702,0.0004504756,0.0001001049,0.0000574752,0.0001924777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1095459,0.02747205,0.03305743,0.00118957,0.0008589004,0.0005626375,0.0002617592,0.0008397737,0.8060371,0.0002866288,0.0003176415,0.01957051],"study_design_scores_gemma":[0.01099621,0.4368592,0.2365686,0.0002161031,0.001272999,0.003262492,0.0004186011,0.004895908,0.3029397,0.0003039067,0.002202991,0.00006320302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977905,0.001464408,0.0003687231,0.00006037227,0.00002735792,0.0000947428,0.00004377181,0.000006787678,0.0001433569],"genre_scores_gemma":[0.9966127,0.001293509,0.001098521,0.0001105348,0.00004400984,0.0002723155,0.0002017949,0.000003009917,0.0003636898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001290333,"threshold_uncertainty_score":0.006548822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139350281","doi":"10.1097/01.ccm.0000215598.84885.01","title":"A high positive end-expiratory pressure, low tidal volume ventilatory strategy improves outcome in persistent acute respiratory distress syndrome: A randomized, controlled trial*","year":2006,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":701,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Positive end-expiratory pressure; Randomized controlled trial; Positive-Pressure Respiration; Acute respiratory distress; Tidal volume; Respiratory distress; Anesthesia; Intensive care medicine; Outcome (game theory); Respiratory system; Cardiology; Mechanical ventilation; Internal medicine; Lung","authors":[{"name":"Jesús Villar","is_ca":true},{"name":"Robert M. Kacmarek","is_ca":true},{"name":"Lina Pérez‐Méndez","is_ca":true},{"name":"Armando Aguirre‐Jaime","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01416559667610851,"gpt":0.2950962841495228,"spread":0.2809306874734143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003150457,0.002118051,0.005503062,0.0006984513,0.0007999921,0.001578836,0.001567492,0.003589079,0.005968255],"category_scores_gemma":[0.003903768,0.0008448094,0.002762412,0.0007587901,0.001974464,0.001344001,0.0006204832,0.00263585,0.0007148028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008834162,"about_ca_system_score_gemma":0.001956899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396145,"about_ca_topic_score_gemma":0.001991542,"domain_scores_codex":[0.9979565,0.001098323,0.0002300637,0.0003528632,0.0001353367,0.0002268302],"domain_scores_gemma":[0.997807,0.0009138928,0.0004970006,0.000159441,0.0001610869,0.0004617214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9873958,0.006131393,0.0003035606,0.000887541,0.0008449098,0.0000236974,0.0000190815,0.00008293227,0.0004491553,0.00005184041,0.0002329636,0.003577055],"study_design_scores_gemma":[0.9836704,0.01541047,0.0003483323,0.00002992592,0.0002993321,0.000005002153,0.000006921653,0.00007588198,0.00005114888,0.00003225338,0.00006649957,0.000003790066],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748156,0.009814645,0.0007549723,0.001481012,0.002220602,0.008248776,0.0008054313,0.0001390888,0.001719815],"genre_scores_gemma":[0.9655892,0.006381484,0.002801374,0.002365456,0.002096666,0.01761743,0.001026478,0.0000278437,0.002094016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005968255,"threshold_uncertainty_score":0.01996577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031865625","doi":"10.1164/rccm.201212-2169oc","title":"Evolution of Mortality over Time in Patients Receiving Mechanical Ventilation","year":2013,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":687,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Mechanical ventilation; Confidence interval; Odds ratio; Intensive care unit; Ventilation (architecture); Tidal volume; Intensive care; Prospective cohort study; Cohort study; Mortality rate; Plateau pressure; Cohort; Anesthesia; Internal medicine; Intensive care medicine; Respiratory system","authors":[{"name":"Fernando Frutos–Vivar","is_ca":false},{"name":"Alfonso Muriel","is_ca":false},{"name":"Niall D. Ferguson","is_ca":true},{"name":"Óscar Peñuelas","is_ca":false},{"name":"Víctor Abraira","is_ca":false},{"name":"Konstantinos Raymondos","is_ca":false},{"name":"Fernando Ríos","is_ca":false},{"name":"Nicolás Nín","is_ca":false},{"name":"Carlos Apezteguía","is_ca":false},{"name":"Damian A. Violi","is_ca":false},{"name":"Arnaud W. Thille","is_ca":false},{"name":"Laurent Brochard","is_ca":false},{"name":"Marco González","is_ca":false},{"name":"Asisclo Villagómez","is_ca":false},{"name":"Javier Hurtado","is_ca":false},{"name":"Andrew R. Davies","is_ca":false},{"name":"Bin Du","is_ca":false},{"name":"Salvatore Maurizio Maggiore","is_ca":false},{"name":"Paolo Pelosi","is_ca":false},{"name":"Luis Soto","is_ca":false},{"name":"Vinko Tomicić","is_ca":false},{"name":"Gabriel D’Empaire","is_ca":false},{"name":"Dimitrios Matamis","is_ca":false},{"name":"Fekri Abroug","is_ca":false},{"name":"Rui P. Moreno","is_ca":false},{"name":"Marco Antonio Soares","is_ca":false},{"name":"Yaseen M. Arabi","is_ca":false},{"name":"Freddy Sandi","is_ca":false},{"name":"Manuel Jibaja","is_ca":false},{"name":"Pravin Amin","is_ca":false},{"name":"Younsuck Koh","is_ca":false},{"name":"Michaël Kuiper","is_ca":false},{"name":"Hans‐Henrik Bülow","is_ca":false},{"name":"Amine Ali Zeggwagh","is_ca":false},{"name":"Antonio Anzueto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01483290837900166,"gpt":0.3026647482381222,"spread":0.2878318398591206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002326011,0.0004245617,0.0004028249,0.001671701,0.0003582829,0.00083909,0.0007352182,0.001148184,0.001175986],"category_scores_gemma":[0.009376396,0.0003252863,0.000934134,0.00216529,0.0005023257,0.00123915,0.0007256928,0.0008951677,0.0002680836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006920699,"about_ca_system_score_gemma":0.0004757523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004879841,"about_ca_topic_score_gemma":0.003370253,"domain_scores_codex":[0.9985271,0.0004353233,0.0002127326,0.0004522588,0.0001937278,0.0001788998],"domain_scores_gemma":[0.988868,0.001789716,0.007517412,0.0005644827,0.0005931123,0.0006671908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000801832,0.00001167248,0.9992467,0.000006337326,0.00004619096,0.00002163823,0.00002307398,0.00006432777,0.00004309061,0.00000707971,0.00003157466,0.0004181224],"study_design_scores_gemma":[0.000004555104,0.00007343374,0.9992707,0.0000065903,0.00002080137,0.00011806,0.0000455429,0.0003595559,0.00003397241,0.00002184435,0.0000408911,0.000004135021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981913,0.0005077165,0.0002190303,0.0001439709,0.00001171428,0.000007886479,0.000674872,0.000008813657,0.000234718],"genre_scores_gemma":[0.9984741,0.0001545184,0.000205027,0.00004509135,0.000021514,0.00001290224,0.001023283,0.000002814294,0.00006075278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004879841,"threshold_uncertainty_score":0.01230127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2536303762","doi":"10.1164/rccm.201606-1306oc","title":"Noninvasive Ventilation of Patients with Acute Respiratory Distress Syndrome. Insights from the LUNG SAFE Study","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":685,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; University Health Network; University of Toronto; Institute of Health Services and Policy Research; Mount Sinai Hospital; St. Michael's Hospital","funders":"European Society of Intensive Care Medicine; Università degli Studi di Milano","keywords":"ARDS; Medicine; Intensive care unit; Intensive care medicine; Hazard ratio; Ventilation (architecture); Confidence interval; Mechanical ventilation; Intensive care; Emergency medicine; Anesthesia; Lung; Internal medicine","authors":[{"name":"Giacomo Bellani","is_ca":false},{"name":"John G. Laffey","is_ca":true},{"name":"Tài Pham","is_ca":false},{"name":"Fabiana Madotto","is_ca":false},{"name":"Eddy Fan","is_ca":true},{"name":"Laurent Brochard","is_ca":true},{"name":"Luciano Gattinoni","is_ca":false},{"name":"Vesna Bumbaširević","is_ca":false},{"name":"Lise Piquilloud","is_ca":false},{"name":"Frank van Haren","is_ca":false},{"name":"Anders Larsson","is_ca":false},{"name":"Daniel F. McAuley","is_ca":false},{"name":"Philippe R. Bauer","is_ca":false},{"name":"Yaseen M. Arabi","is_ca":false},{"name":"Marco Ranieri","is_ca":false},{"name":"Massimo Antonelli","is_ca":false},{"name":"Gordon D. Rubenfeld","is_ca":true},{"name":"Bruce Thompson","is_ca":false},{"name":"Hermann Wrigge","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Antonio Pesenti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01214653956715592,"gpt":0.2839718201728226,"spread":0.2718252806056667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004347413,0.0006389965,0.0008465903,0.0007389298,0.0003493898,0.001448942,0.0006802059,0.0008654794,0.001036861],"category_scores_gemma":[0.006037126,0.0002749809,0.001306829,0.001401954,0.0003704261,0.001071835,0.001261564,0.001287465,0.0002295796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004005083,"about_ca_system_score_gemma":0.0009416564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779013,"about_ca_topic_score_gemma":0.002855002,"domain_scores_codex":[0.9969735,0.001682669,0.0003163046,0.0004053849,0.0004212444,0.0002009295],"domain_scores_gemma":[0.9930013,0.001905061,0.003094786,0.0003908827,0.0004468139,0.001161063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002668409,0.0002133062,0.9905471,0.0002239753,0.0008090941,0.0001132585,0.00008800475,0.00009187484,0.000124192,0.0001234578,0.001026207,0.003970988],"study_design_scores_gemma":[0.0009934038,0.0008154674,0.9950767,0.000128797,0.0005216885,0.0002475767,0.0003136388,0.0004204877,0.0000553609,0.0002539299,0.001149902,0.00002299604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813703,0.00847858,0.00036736,0.001573844,0.0001280697,0.0001649072,0.006356023,0.00000781472,0.00155309],"genre_scores_gemma":[0.9900275,0.001958605,0.0003797378,0.0005662141,0.0003496415,0.0003003111,0.006188585,0.000005209746,0.000224066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004347413,"threshold_uncertainty_score":0.0229916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141392701","doi":"10.1056/nejmoa1215716","title":"High-Frequency Oscillation for Acute Respiratory Distress Syndrome","year":2013,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":659,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute for Health and Care Research","keywords":"Medicine; ARDS; High-frequency ventilation; Acute respiratory distress; Mechanical ventilation; Oxygenation; Ventilation (architecture); Respiratory distress; Respiratory system; Anesthesia; Intensive care medicine; Lung; Internal medicine","authors":[{"name":"Duncan Young","is_ca":false},{"name":"Sarah E Lamb","is_ca":false},{"name":"Sanjoy Shah","is_ca":false},{"name":"Iain Mackenzie","is_ca":false},{"name":"William Tunnicliffe","is_ca":false},{"name":"Ranjit Lall","is_ca":false},{"name":"Kathy Rowan","is_ca":false},{"name":"Brian H. Cuthbertson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0232176405591651,"gpt":0.2925797790381813,"spread":0.2693621384790162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005877824,0.0003239698,0.0005182425,0.0001890237,0.0002256839,0.0001891012,0.0001593519,0.0003444822,0.002598243],"category_scores_gemma":[0.001237951,0.00006287997,0.0004399671,0.000205222,0.0001976238,0.000153437,0.0001950462,0.0004504427,0.0003402971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148871,"about_ca_system_score_gemma":0.0003084151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001811947,"about_ca_topic_score_gemma":0.0002194421,"domain_scores_codex":[0.9996572,0.0001579828,0.00004095145,0.0000437177,0.00005574966,0.00004438452],"domain_scores_gemma":[0.9992484,0.0002345578,0.00023841,0.00002210342,0.00005652606,0.0001998924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.02046385,0.002374412,0.8415312,0.001090001,0.0005079163,0.001418861,0.00007671937,0.0002345238,0.007358562,0.0002315867,0.003638742,0.1210737],"study_design_scores_gemma":[0.00475369,0.02039198,0.9648752,0.0002475069,0.000269519,0.004087666,0.00008707696,0.0005311476,0.0007823888,0.0002656367,0.003692888,0.00001538032],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876441,0.008436206,0.0005623954,0.0008623585,0.0003200681,0.0002156688,0.0002017214,0.00001895956,0.001738349],"genre_scores_gemma":[0.9956671,0.002057634,0.0005665378,0.0004425032,0.0004705429,0.0001664927,0.0002753086,0.000001846884,0.0003520514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002598243,"threshold_uncertainty_score":0.008692026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026450237","doi":"10.1097/00000542-200504000-00021","title":"Pulmonary Atelectasis","year":2005,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":651,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Atelectasis; Medicine; Perioperative; Anesthesia; Lung; Intensive care medicine; Internal medicine","authors":[{"name":"Michelle Duggan","is_ca":true},{"name":"Brian P. Kavanagh","is_ca":true},{"name":"David C. Warltier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08285432355934907,"gpt":0.3690521859018042,"spread":0.2861978623424551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002872178,0.0009394698,0.00173108,0.001861759,0.0003754207,0.001078744,0.0006272254,0.001314909,0.003925325],"category_scores_gemma":[0.0006753587,0.0001691536,0.0005150894,0.001734414,0.0006804613,0.001015371,0.0005671819,0.001014783,0.003087679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004879762,"about_ca_system_score_gemma":0.0009299009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030596,"about_ca_topic_score_gemma":0.001317329,"domain_scores_codex":[0.9996593,0.00005354863,0.0000468319,0.00006372705,0.0001440747,0.00003255312],"domain_scores_gemma":[0.9997359,0.00009096917,0.00007403433,0.00001028653,0.00006569971,0.00002321437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008640061,0.0000855201,0.001324369,0.01509263,0.000158043,0.001944901,0.0001114713,0.000216289,0.004904849,0.00342315,0.04561875,0.9270337],"study_design_scores_gemma":[0.00003780798,0.0002324998,0.006979219,0.005328489,0.0002078471,0.04664365,0.0002299434,0.000132262,0.002627899,0.003665076,0.9338809,0.00003434605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003373315,0.996416,0.0002613682,0.0002618657,0.0002816865,0.000008024025,0.00002090881,0.00001519526,0.002397538],"genre_scores_gemma":[0.004450575,0.9916196,0.0002992208,0.0004764498,0.0004074168,0.00001211516,0.00004856649,0.000002680655,0.002683497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003925325,"threshold_uncertainty_score":0.0131315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147069468","doi":"10.1164/rccm.201312-2193ci","title":"The Application of Esophageal Pressure Measurement in Patients with Respiratory Failure","year":2014,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":645,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Respiratory failure; Respiratory system; Intensive care medicine; Acute respiratory failure; Internal medicine; Mechanical ventilation","authors":[{"name":"Evangelia Akoumianaki","is_ca":false},{"name":"Salvatore Maurizio Maggiore","is_ca":false},{"name":"Franco Valenza","is_ca":false},{"name":"Giacomo Bellani","is_ca":false},{"name":"Amal Jubran","is_ca":false},{"name":"Stephen H. Loring","is_ca":false},{"name":"Paolo Pelosi","is_ca":false},{"name":"Daniel Talmor","is_ca":false},{"name":"Salvatore Grasso","is_ca":false},{"name":"Davide Chiumello","is_ca":false},{"name":"Claude Guérin","is_ca":false},{"name":"Nicolò Patroniti","is_ca":false},{"name":"V. Marco Ranieri","is_ca":false},{"name":"Luciano Gattinoni","is_ca":false},{"name":"Stefano Nava","is_ca":false},{"name":"Antonio Pesenti","is_ca":false},{"name":"Martin J. Tobin","is_ca":false},{"name":"Jordi Mancebo","is_ca":false},{"name":"Laurent Brochard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02467494065938692,"gpt":0.3225820396636365,"spread":0.2979070990042496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147733,0.0005856708,0.0007807617,0.001032222,0.0002678477,0.0009623335,0.0004978165,0.0009634909,0.0007423328],"category_scores_gemma":[0.005488832,0.0001745179,0.0003672048,0.0007021684,0.0004657242,0.001090892,0.0006094261,0.001210135,0.0005564537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450281,"about_ca_system_score_gemma":0.0003042197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003334603,"about_ca_topic_score_gemma":0.0004044331,"domain_scores_codex":[0.9984336,0.0005857473,0.0003224504,0.0002154908,0.0003580226,0.00008463999],"domain_scores_gemma":[0.9977004,0.001154184,0.0005931329,0.0001038503,0.0003018002,0.0001466263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006431807,0.00008794117,0.5742961,0.0009752921,0.0001263299,0.01067726,0.000931439,0.0005494406,0.01231746,0.0005074139,0.004187241,0.3947009],"study_design_scores_gemma":[0.00006290326,0.001905971,0.8568349,0.001364225,0.0003446369,0.07524601,0.002094583,0.002994511,0.01269183,0.00137401,0.04494387,0.0001425729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.567485,0.3184133,0.05366638,0.01561521,0.00341525,0.0002474028,0.0008027501,0.0009030616,0.03945163],"genre_scores_gemma":[0.9379176,0.04349476,0.01319374,0.001945505,0.002197732,0.00008195366,0.0002998623,0.00005430057,0.0008145478],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00147733,"threshold_uncertainty_score":0.007812977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2520124172","doi":"10.1164/rccm.201602-0320oc","title":"Epidemiology of Weaning Outcome according to a New Definition. The WIND Study","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":622,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Société de Réanimation de Langue Française","keywords":"Weaning; Medicine; Mechanical ventilation; Intensive care unit; Observational study; Intensive care; Epidemiology; Intensive care medicine; Emergency medicine; Pediatrics; Internal medicine","authors":[{"name":"G. Béduneau","is_ca":false},{"name":"Tài Pham","is_ca":false},{"name":"Frédérique Schortgen","is_ca":false},{"name":"Lise Piquilloud","is_ca":false},{"name":"Élie Zogheib","is_ca":false},{"name":"Maud Jonas","is_ca":false},{"name":"Fabien Grelon","is_ca":false},{"name":"Isabelle Runge","is_ca":false},{"name":"Nicolas Terzi","is_ca":false},{"name":"Steven Grangé","is_ca":false},{"name":"Guillaume Barberet","is_ca":false},{"name":"Pierre‐Gildas Guitard","is_ca":false},{"name":"Jean-Pierre Frat","is_ca":false},{"name":"Adrien Constan","is_ca":false},{"name":"Jean‐Marie Chrétien","is_ca":false},{"name":"Jordi Mancebo","is_ca":false},{"name":"Alain Mercat","is_ca":false},{"name":"Jean-Christophe M. Richard","is_ca":false},{"name":"Laurent Brochard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1065610919937674,"gpt":0.3961275659950579,"spread":0.2895664740012905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005951473,0.0007838017,0.0007949785,0.002891981,0.000405931,0.001083442,0.0007725894,0.00100289,0.000924763],"category_scores_gemma":[0.01089809,0.0003015691,0.001260536,0.001794157,0.000859188,0.00180978,0.001854077,0.0008461464,0.0001744894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004348042,"about_ca_system_score_gemma":0.0005014101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147948,"about_ca_topic_score_gemma":0.0009845068,"domain_scores_codex":[0.9966326,0.001479555,0.0005083822,0.0006045242,0.0004920853,0.0002827641],"domain_scores_gemma":[0.9844016,0.002666194,0.009390681,0.0009348835,0.0007777645,0.00182882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004235134,0.00003477933,0.996931,0.00003493791,0.0001175981,0.00005408972,0.00007996451,0.00009044667,0.0001707379,0.00007580829,0.0001351564,0.001851946],"study_design_scores_gemma":[0.00008823146,0.0004381135,0.997117,0.00004245946,0.0000979452,0.00047963,0.0002320813,0.000995832,0.00005345271,0.0001613378,0.0002763071,0.00001761127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950874,0.002602609,0.0009986591,0.0002136548,0.00005152922,0.00007220873,0.0005814354,0.000008608975,0.0003839747],"genre_scores_gemma":[0.9976965,0.000298054,0.0005670438,0.00005583103,0.00007692707,0.00007894564,0.001169186,0.000006464551,0.00005105803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005951473,"threshold_uncertainty_score":0.03147483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096856225","doi":"10.1164/rccm.201503-0620oc","title":"Evolution of Diaphragm Thickness during Mechanical Ventilation. Impact of Inspiratory Effort","year":2015,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":622,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; St. Michael's Hospital; University of Toronto; Toronto General Hospital; University Health Network; Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Diaphragm (acoustics); Medicine; Mechanical ventilation; Ventilation (architecture); Diaphragmatic breathing; Intensive care; Spontaneous breathing trial; Intensive care unit; Anesthesia; Internal medicine; Cardiology; Intensive care medicine; Pathology","authors":[{"name":"Ewan C. Goligher","is_ca":true},{"name":"Eddy Fan","is_ca":true},{"name":"Margaret S. Herridge","is_ca":true},{"name":"Alistair Murray","is_ca":true},{"name":"Stefannie Vorona","is_ca":true},{"name":"Debbie Brace","is_ca":true},{"name":"Nuttapol Rittayamai","is_ca":true},{"name":"Ashley Lanys","is_ca":true},{"name":"George Tomlinson","is_ca":false},{"name":"Jeffrey M. Singh","is_ca":true},{"name":"Steffen‐Sebastian Bolz","is_ca":false},{"name":"Gordon D. Rubenfeld","is_ca":true},{"name":"Brian P. Kavanagh","is_ca":true},{"name":"Laurent Brochard","is_ca":true},{"name":"Niall D. Ferguson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02507180756216711,"gpt":0.3347305179211221,"spread":0.309658710358955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005608524,0.000295446,0.0002350316,0.0006958317,0.0001567021,0.0003382372,0.0002281444,0.0003673338,0.0009493545],"category_scores_gemma":[0.002289394,0.0001021605,0.0001701712,0.0005868085,0.0003979309,0.0003085627,0.0002701792,0.0003080099,0.000162389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002048332,"about_ca_system_score_gemma":0.000109005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006614916,"about_ca_topic_score_gemma":0.0005793604,"domain_scores_codex":[0.9997174,0.00008399761,0.0000375644,0.00005926168,0.00006057719,0.00004119895],"domain_scores_gemma":[0.9975279,0.0005013173,0.001497828,0.00009891194,0.0001160114,0.0002579284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006201724,0.00003117606,0.9898856,0.00003269779,0.00002803918,0.0001573471,0.0000810998,0.0001077331,0.005640063,0.000008902548,0.00002610433,0.0033811],"study_design_scores_gemma":[0.000001607602,0.0001962799,0.9990106,0.000002084025,0.000005195256,0.0002766987,0.00001920422,0.00008647198,0.0003733134,0.000003214966,0.00002401394,0.000001288246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990438,0.0003916062,0.0001890033,0.00001385659,0.000002325552,0.000009157668,0.0001230764,0.000006154139,0.0002209991],"genre_scores_gemma":[0.9995183,0.00007747668,0.0001791298,0.000009422573,0.000006717627,0.000006880841,0.0001447999,0.000001421787,0.0000558264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009493545,"threshold_uncertainty_score":0.003175914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115626471","doi":"10.1164/rccm.2108052","title":"High-Frequency Oscillatory Ventilation for Acute Respiratory Distress Syndrome in Adults","year":2002,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":621,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Ventilation (architecture); Mean airway pressure; High-frequency ventilation; Anesthesia; Respiratory distress; Oxygenation; Mechanical ventilation; Fraction of inspired oxygen; Continuous positive airway pressure","authors":[{"name":"Stephen Derdak","is_ca":true},{"name":"Sangeeta Mehta","is_ca":true},{"name":"Thomas E. Stewart","is_ca":true},{"name":"Terry Smith","is_ca":true},{"name":"Mark W. Rogers","is_ca":true},{"name":"Timothy G. Buchman","is_ca":true},{"name":"Brian Carlin","is_ca":true},{"name":"Stuart M. Lowson","is_ca":true},{"name":"John Granton","is_ca":true},{"name":"the Multicenter Oscillatory Ventilation for Acute Respirator","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02063857261658288,"gpt":0.309017265986142,"spread":0.2883786933695591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001959315,0.0006306526,0.001395666,0.0001993543,0.0003438264,0.0004359633,0.0004440093,0.001112977,0.0009183878],"category_scores_gemma":[0.003902402,0.0002273367,0.001257585,0.0002483269,0.0006555345,0.0003819642,0.0003029829,0.00104379,0.0001228249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247271,"about_ca_system_score_gemma":0.0006300606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005210199,"about_ca_topic_score_gemma":0.0006663412,"domain_scores_codex":[0.9988797,0.000633096,0.0001570405,0.0001202117,0.000101136,0.0001087937],"domain_scores_gemma":[0.9978384,0.0007863192,0.0007719121,0.00009796541,0.00008280863,0.0004226272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7481968,0.01424492,0.1077222,0.00264941,0.003505786,0.0002711786,0.0002190439,0.0007909815,0.008829514,0.0002804478,0.001372496,0.1119172],"study_design_scores_gemma":[0.5034962,0.3145736,0.1736511,0.0004524279,0.001850688,0.0004828727,0.0001482134,0.001446405,0.001861746,0.0003132269,0.001684417,0.00003894881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893232,0.009126966,0.0003626086,0.0002834373,0.0001594627,0.0003863919,0.00007397048,0.00001209424,0.0002718184],"genre_scores_gemma":[0.9949104,0.002324613,0.0008749485,0.000466723,0.0004092838,0.0007507266,0.0001887909,0.000001781398,0.00007274484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001959315,"threshold_uncertainty_score":0.01036197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766327047","doi":"10.1513/annalsats.201704-343ot","title":"Prone Position for Acute Respiratory Distress Syndrome. A Systematic Review and Meta-Analysis","year":2017,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":619,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Hospital for Sick Children; McMaster University; Toronto General Hospital; University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Acute respiratory distress; Intensive care medicine; Prone position; Meta-analysis; MEDLINE; Respiratory distress; Position paper; Internal medicine; Anesthesia; Pathology; Lung","authors":[{"name":"Laveena Munshi","is_ca":true},{"name":"Lorenzo Del Sorbo","is_ca":true},{"name":"Neill K. J. Adhikari","is_ca":true},{"name":"Carol Hodgson","is_ca":false},{"name":"Hannah Wunsch","is_ca":true},{"name":"Maureen O. Meade","is_ca":true},{"name":"Elizabeth Uleryk","is_ca":true},{"name":"Jordi Mancebo","is_ca":true},{"name":"Antonio Pesenti","is_ca":false},{"name":"V. Marco Ranieri","is_ca":false},{"name":"Eddy Fan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3559653304271219,"gpt":0.5179992333489044,"spread":0.1620339029217825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01461588,0.002827367,0.01965397,0.006736667,0.0005955841,0.003008721,0.002177088,0.002144081,0.003839752],"category_scores_gemma":[0.02976685,0.001476879,0.03380238,0.006538878,0.0007688971,0.0020015,0.001285384,0.00207882,0.0002806267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228877,"about_ca_system_score_gemma":0.003142415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005524735,"about_ca_topic_score_gemma":0.01115846,"domain_scores_codex":[0.9888392,0.005594851,0.003034064,0.001025087,0.001205808,0.0003009828],"domain_scores_gemma":[0.9826872,0.01268159,0.00302685,0.0004061832,0.0009802781,0.000217928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001795435,0.00004040995,0.002506808,0.5253276,0.4571225,0.0001178612,0.00006791438,0.0003375029,0.0001449886,0.000155809,0.0004894653,0.01189369],"study_design_scores_gemma":[0.0009709173,0.0003884458,0.003835582,0.0500472,0.9420584,0.0001402544,0.00004911978,0.0001799724,0.000107385,0.0002547184,0.001939487,0.00002846527],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001986125,0.9968989,0.0002506325,0.0001074378,0.00009904896,0.0002821898,0.000237354,0.00001012591,0.0001282257],"genre_scores_gemma":[0.09050805,0.9038543,0.002182851,0.0008932442,0.0003184783,0.001537101,0.0004917709,0.00001821973,0.000196054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01965397,"threshold_uncertainty_score":0.07729709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976284065","doi":"10.1007/s00134-012-2787-6","title":"Lower tidal volume strategy (≈3 ml/kg) combined with extracorporeal CO2 removal versus ‘conventional’ protective ventilation (6 ml/kg) in severe ARDS","year":2013,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":596,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"ARDS; Medicine; Tidal volume; Extracorporeal; Anesthesia; Mechanical ventilation; Ventilation (architecture); Sedation; Lung; Surgery; Respiratory system; Internal medicine","authors":[{"name":"Thomas Bein","is_ca":false},{"name":"Steffen Weber‐Carstens","is_ca":false},{"name":"Anton Goldmann","is_ca":false},{"name":"Thomas Müller","is_ca":false},{"name":"Thomas Staudinger","is_ca":false},{"name":"Jörg Brederlau","is_ca":false},{"name":"Ralf M. Muellenbach","is_ca":false},{"name":"Rolf Dembinski","is_ca":false},{"name":"Bernhard Gräf","is_ca":false},{"name":"Marlene Wewalka","is_ca":false},{"name":"Alois Philipp","is_ca":false},{"name":"Klaus‐Dieter Wernecke","is_ca":false},{"name":"Matthias Lubnow","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02441342363575807,"gpt":0.2759354242017046,"spread":0.2515220005659465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006084035,0.000362523,0.0008409687,0.0002167647,0.0001563882,0.0003470633,0.0003266905,0.0003697163,0.001222302],"category_scores_gemma":[0.000816647,0.0001276301,0.0005548433,0.0001717734,0.0003687079,0.0002803916,0.0002901625,0.0005416294,0.000111072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002925054,"about_ca_system_score_gemma":0.000431196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004415045,"about_ca_topic_score_gemma":0.0008148561,"domain_scores_codex":[0.9996834,0.000146209,0.00003776954,0.00004579258,0.00002584393,0.00006095691],"domain_scores_gemma":[0.9994149,0.0001764737,0.00009842534,0.00002656816,0.0000220165,0.0002615915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8594141,0.02325152,0.01816067,0.0005557201,0.0006500646,0.0001893545,0.0001613993,0.001071305,0.019415,0.0001451238,0.0002838343,0.07670189],"study_design_scores_gemma":[0.07760126,0.8276711,0.08801676,0.00007192741,0.0006920959,0.000184191,0.0001585393,0.001272519,0.003492458,0.000107928,0.0007073496,0.00002388945],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994536,0.0003357636,0.00004371163,0.00002760926,0.00001903752,0.00002932618,0.000009626286,0.000001352687,0.00008000043],"genre_scores_gemma":[0.9993314,0.0002590007,0.0001443157,0.0000495138,0.00004584421,0.00005723569,0.00003811763,6.185803e-7,0.00007410508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001222302,"threshold_uncertainty_score":0.004089057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120371872","doi":"10.1164/rccm.201303-0539oc","title":"Spontaneous Effort Causes Occult Pendelluft during Mechanical Ventilation","year":2013,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":574,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Tidal volume; Mechanical ventilation; Ventilation (architecture); Lung; Lung volumes; Breathing; Diaphragm (acoustics); Anesthesia; Electrical impedance tomography; Respiratory system; Tomography; Internal medicine; Radiology","authors":[{"name":"Takeshi Yoshida","is_ca":false},{"name":"Vinícius Torsani","is_ca":false},{"name":"Susimeire Gomes","is_ca":false},{"name":"Roberta Ribeiro De Santis Santiago","is_ca":false},{"name":"Marcelo A. Beraldo","is_ca":false},{"name":"Eduardo Leite Vieira Costa","is_ca":false},{"name":"Mauro R. Tucci","is_ca":false},{"name":"Walter A. Zin","is_ca":false},{"name":"Brian P. Kavanagh","is_ca":true},{"name":"Marcelo B. P. Amato","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01771702314084326,"gpt":0.3002610688011942,"spread":0.282544045660351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004275434,0.0003315393,0.0003100419,0.0001791511,0.0001343905,0.0002670621,0.0002356633,0.0003599205,0.0005487095],"category_scores_gemma":[0.00095219,0.0001257743,0.0001826442,0.00008916957,0.000801551,0.0002888178,0.0004010868,0.0004398694,0.00009128284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002374831,"about_ca_system_score_gemma":0.000134797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001215616,"about_ca_topic_score_gemma":0.0001823318,"domain_scores_codex":[0.9997886,0.00004363838,0.00002067068,0.00003974017,0.00006331558,0.00004410875],"domain_scores_gemma":[0.9994165,0.0001918767,0.0002247679,0.00005867773,0.00002501363,0.00008321498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002541219,0.000183162,0.08420793,0.0002847037,0.00004969112,0.004212621,0.0001876436,0.0002802737,0.8925428,0.0002181371,0.00009319379,0.01519865],"study_design_scores_gemma":[0.0001212986,0.01340812,0.5494272,0.00006927033,0.0001076307,0.01405049,0.0002720381,0.00407418,0.4169374,0.0002311016,0.001279826,0.00002149795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979665,0.0002892648,0.001461743,0.00002610458,0.000005386868,0.00002288379,0.00001675673,0.00001624227,0.0001950684],"genre_scores_gemma":[0.9994094,0.00009541952,0.0003613235,0.00002576805,0.000007848108,0.00001796643,0.00003176384,0.000002345195,0.00004817063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005487095,"threshold_uncertainty_score":0.002261102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165094816","doi":"10.1007/s00134-009-1748-1","title":"Prone ventilation reduces mortality in patients with acute respiratory failure and severe hypoxemia: systematic review and meta-analysis","year":2010,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":562,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto","funders":"National Institute of Nursing Research; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Supine position; Hypoxemia; Fraction of inspired oxygen; Subgroup analysis; Prone position; Oxygenation; Ventilation (architecture); Anesthesia; Confidence interval; Mechanical ventilation; Internal medicine","authors":[{"name":"Sachin Sud","is_ca":true},{"name":"Jan O. Friedrich","is_ca":true},{"name":"Paolo Taccone","is_ca":false},{"name":"Federico Polli","is_ca":false},{"name":"Neill K. J. Adhikari","is_ca":true},{"name":"Roberto Latini","is_ca":false},{"name":"Antonio Pesenti","is_ca":false},{"name":"Claude Guérin","is_ca":false},{"name":"Jordi Mancebo","is_ca":false},{"name":"Martha A. Q. Curley","is_ca":false},{"name":"Rafael Fernández","is_ca":false},{"name":"Ming-Cheng Chan","is_ca":false},{"name":"Pascal Beuret","is_ca":false},{"name":"G. Voggenreiter","is_ca":false},{"name":"Maneesh Sud","is_ca":true},{"name":"Gianni Tognoni","is_ca":false},{"name":"Luciano Gattinoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06063374130457432,"gpt":0.3482456140935772,"spread":0.2876118727890029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004860376,0.002105291,0.0150294,0.00171672,0.0004694658,0.001447911,0.001801233,0.001962274,0.003277019],"category_scores_gemma":[0.01540594,0.001435509,0.02499266,0.002359055,0.0005605315,0.001224591,0.001256721,0.00222003,0.0002713157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218363,"about_ca_system_score_gemma":0.001535039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005137476,"about_ca_topic_score_gemma":0.01612994,"domain_scores_codex":[0.9967595,0.001426965,0.0008911061,0.0004878172,0.0002847861,0.0001498398],"domain_scores_gemma":[0.9922614,0.005435199,0.001404135,0.0002853427,0.0004420174,0.0001718592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008989824,0.00008944406,0.007640772,0.2180292,0.7463675,0.0001549643,0.0001240693,0.0003996321,0.0003718624,0.0000738223,0.0006659259,0.01709313],"study_design_scores_gemma":[0.002390554,0.0005398225,0.006784171,0.00645364,0.9825521,0.00009669388,0.0000494655,0.0001085381,0.0000950442,0.0001014579,0.0007996905,0.00002887174],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0235531,0.9746002,0.0005302647,0.0001798331,0.0002695709,0.0001892416,0.0003685679,0.00002885212,0.0002803326],"genre_scores_gemma":[0.4309552,0.56405,0.002174805,0.001083723,0.000417761,0.0003504051,0.0005390572,0.00002619293,0.0004028852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0150294,"threshold_uncertainty_score":0.02570438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2467227409","doi":"10.1007/s00134-016-4400-x","title":"Esophageal and transpulmonary pressure in the clinical setting: meaning, usefulness and perspectives","year":2016,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":561,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; St. Michael's Hospital; University of Toronto; SickKids Foundation; University Health Network; Mount Sinai Hospital; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; European Society of Intensive Care Medicine","keywords":"Medicine; Intensive care medicine; Intensivist; Continuous positive airway pressure; Acute respiratory failure; Mechanical ventilation; Pressure support ventilation; Psychological intervention; Medical diagnosis; Intensive care; Anesthesia; Nursing","authors":[{"name":"Tommaso Mauri","is_ca":false},{"name":"Takeshi Yoshida","is_ca":true},{"name":"Giacomo Bellani","is_ca":false},{"name":"Ewan C. Goligher","is_ca":true},{"name":"Guillaume Carteaux","is_ca":false},{"name":"Nuttapol Rittayamai","is_ca":true},{"name":"Francesco Mojoli","is_ca":false},{"name":"Davide Chiumello","is_ca":false},{"name":"Lise Piquilloud","is_ca":false},{"name":"Salvatore Grasso","is_ca":false},{"name":"Amal Jubran","is_ca":false},{"name":"Franco Laghi","is_ca":false},{"name":"Sheldon Magder","is_ca":true},{"name":"Antonio Pesenti","is_ca":false},{"name":"Stephen H. Loring","is_ca":false},{"name":"Luciano Gattinoni","is_ca":false},{"name":"Daniel Talmor","is_ca":false},{"name":"Lluís Blanch","is_ca":false},{"name":"Marcelo B. P. Amato","is_ca":false},{"name":"Lü Chen","is_ca":true},{"name":"Laurent Brochard","is_ca":true},{"name":"Jordi Mancebo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09976008022002088,"gpt":0.3921754036430008,"spread":0.2924153234229799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003204472,0.001125934,0.003700209,0.003951457,0.0004373281,0.004102975,0.001569935,0.00263161,0.001741146],"category_scores_gemma":[0.004693859,0.0004902614,0.001021088,0.005174327,0.002686973,0.003929182,0.001754958,0.003709016,0.0005531252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054441,"about_ca_system_score_gemma":0.003066334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00157373,"about_ca_topic_score_gemma":0.003109127,"domain_scores_codex":[0.9990056,0.0002688593,0.0002174512,0.0001832161,0.0002722704,0.00005265543],"domain_scores_gemma":[0.9946898,0.003862904,0.0005911157,0.00007912514,0.000633929,0.0001431197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000286453,0.0001147044,0.001939183,0.05873907,0.0005110747,0.0005085022,0.0005500915,0.0004700116,0.001003772,0.01195924,0.01363148,0.9102864],"study_design_scores_gemma":[0.00009321946,0.0003348674,0.01027333,0.05270605,0.001328857,0.00629121,0.001718223,0.0006036794,0.0007238418,0.01620281,0.9095078,0.0002161402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006118769,0.9993911,0.000029648,0.0003064442,0.0000976618,7.092333e-7,0.000004255206,6.67192e-7,0.0001083203],"genre_scores_gemma":[0.0009562304,0.9981993,0.0001027439,0.0002407139,0.000437638,0.000002187066,0.000005955391,5.449451e-7,0.0000547633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004102975,"threshold_uncertainty_score":0.01694703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100383641","doi":"10.1007/s00134-020-06306-w","title":"Prone position in ARDS patients: why, when, how and for whom","year":2020,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":545,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; Canada Research Chairs; University of Toronto; Mount Sinai Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Prone position; Supine position; ARDS; Anesthesia; Mechanical ventilation; Contraindication; Ventilation (architecture); Lung; Intensive care medicine; Internal medicine","authors":[{"name":"Claude Guérin","is_ca":false},{"name":"Richard Albert","is_ca":false},{"name":"Jeremy R. Beitler","is_ca":false},{"name":"Luciano Gattinoni","is_ca":false},{"name":"Samir Jaber","is_ca":false},{"name":"John J. Marini","is_ca":false},{"name":"Laveena Munshi","is_ca":true},{"name":"Laurent Papazian","is_ca":false},{"name":"Antonio Pesenti","is_ca":false},{"name":"Antoine Vieillard‐Baron","is_ca":false},{"name":"Jordi Mancebo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05715109303039116,"gpt":0.3440282583001353,"spread":0.2868771652697441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009147344,0.000958985,0.002528466,0.001297318,0.0003123492,0.001388583,0.0009741682,0.001857168,0.003760508],"category_scores_gemma":[0.002173351,0.0003038482,0.001090645,0.001350638,0.0005826498,0.001718779,0.0007040543,0.002564359,0.001192454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006366374,"about_ca_system_score_gemma":0.001829855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002617487,"about_ca_topic_score_gemma":0.005872524,"domain_scores_codex":[0.9996299,0.00009844191,0.00008224329,0.00007134526,0.00008922037,0.00002887496],"domain_scores_gemma":[0.9991063,0.000571468,0.0001346429,0.00001153786,0.0001360435,0.00003996403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001882659,0.00005312022,0.0005633837,0.04944586,0.0003148075,0.0001267411,0.00008433153,0.0002218154,0.0003209531,0.001972127,0.02623489,0.9204737],"study_design_scores_gemma":[0.0002043471,0.0003636397,0.006033731,0.09152698,0.002018421,0.002397132,0.0004461992,0.000282397,0.0003725226,0.004625207,0.8916163,0.0001131921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003252392,0.9993721,0.00002922275,0.0002874059,0.0001206927,0.000001999669,0.00000959584,0.000001603519,0.000144852],"genre_scores_gemma":[0.0003513677,0.9990529,0.00008015268,0.0002265827,0.0001876421,0.000003418055,0.00001340843,5.203655e-7,0.00008390784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003760508,"threshold_uncertainty_score":0.01258016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144495443","doi":"10.1164/rccm.200304-489cp","title":"Ventilator-induced Diaphragmatic Dysfunction","year":2004,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":519,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Diaphragmatic breathing; Intensive care medicine; Pathology","authors":[{"name":"Theodoros Vassilakopoulos","is_ca":true},{"name":"Basil J. Petrof","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04794215085216377,"gpt":0.3698172539231743,"spread":0.3218751030710106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005081635,0.0009122824,0.002140992,0.001971371,0.0002699685,0.0008236804,0.001036485,0.00114249,0.003749859],"category_scores_gemma":[0.001105446,0.0002512723,0.0005462038,0.001706918,0.0005582873,0.001217517,0.0007786556,0.001378926,0.001722133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004508802,"about_ca_system_score_gemma":0.001057575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006960976,"about_ca_topic_score_gemma":0.001986302,"domain_scores_codex":[0.9997782,0.00003384611,0.00004934589,0.00004713375,0.00007290421,0.00001854152],"domain_scores_gemma":[0.9995022,0.0002297744,0.0001074561,0.00001656569,0.0001030881,0.0000409735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001122118,0.00009178912,0.0005307589,0.01562959,0.0001585523,0.0005010028,0.0000200232,0.0001676468,0.001115984,0.0006953765,0.02206318,0.9589139],"study_design_scores_gemma":[0.0001715847,0.0004995282,0.01140306,0.01438127,0.0009148397,0.0148405,0.000161023,0.0003124712,0.001392447,0.002113536,0.9537498,0.00005995738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001280457,0.9985165,0.0001074765,0.0002105037,0.0003285012,0.000004228228,0.00001109402,0.00000547415,0.0006882211],"genre_scores_gemma":[0.0009301304,0.9974572,0.0001755728,0.0002875926,0.0004736258,0.00000736633,0.0000293348,0.000001191823,0.00063791],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003749859,"threshold_uncertainty_score":0.01254451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144049007","doi":"10.1097/ccm.0000000000002027","title":"Clinical Practice Guidelines for Sustained Neuromuscular Blockade in the Adult Critically Ill Patient","year":2016,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":510,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Neuromuscular Blockade; Grading (engineering); Neuromuscular Blocking Agents; Critically ill; Intensive care medicine; Evidence-based medicine; Physical medicine and rehabilitation; Physical therapy; Medical emergency; Alternative medicine; Anesthesia","authors":[{"name":"Michael J. Murray","is_ca":false},{"name":"Heidi F. DeBlock","is_ca":false},{"name":"Brian L. Erstad","is_ca":false},{"name":"Anthony Gray","is_ca":false},{"name":"Judith Jacobi","is_ca":false},{"name":"Ché J. Jordan","is_ca":false},{"name":"William T. McGee","is_ca":false},{"name":"Claire McManus","is_ca":false},{"name":"Maureen O. Meade","is_ca":true},{"name":"Sean Nix","is_ca":false},{"name":"Andrew J. Patterson","is_ca":false},{"name":"M. Karen Sands","is_ca":false},{"name":"Richard M. Pino","is_ca":false},{"name":"Ann Tescher","is_ca":false},{"name":"Richard Arbour","is_ca":false},{"name":"Bram Rochwerg","is_ca":true},{"name":"Catherine Friederich Murray","is_ca":false},{"name":"Sangeeta Mehta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1447549773162004,"gpt":0.5076534170890543,"spread":0.3628984397728539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0659099,0.002315634,0.002879431,0.009371757,0.002855126,0.004888383,0.007676681,0.01170453,0.006620067],"category_scores_gemma":[0.2244082,0.001213388,0.006699095,0.006004333,0.002062121,0.004975232,0.00499357,0.01253316,0.006062531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00934826,"about_ca_system_score_gemma":0.04794275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661833,"about_ca_topic_score_gemma":0.02639684,"domain_scores_codex":[0.8773483,0.05563322,0.03549029,0.002646497,0.02661964,0.002261995],"domain_scores_gemma":[0.7257795,0.06382927,0.04667066,0.005531341,0.151156,0.007033227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001500286,0.000550783,0.004057863,0.02116763,0.0004175361,0.0004589884,0.001379947,0.001415375,0.000615328,0.006234833,0.6620099,0.3015418],"study_design_scores_gemma":[0.001164846,0.0005120371,0.01041994,0.1369632,0.001186279,0.00145172,0.001314291,0.003125567,0.0006968926,0.01103051,0.8318325,0.0003022143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005525302,0.1533087,0.08999304,0.5818943,0.0533585,0.03609902,0.005850342,0.001639834,0.07233091],"genre_scores_gemma":[0.02955769,0.1057002,0.6749999,0.1099989,0.01122191,0.04187055,0.01246496,0.0003391379,0.01384681],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0659099,"threshold_uncertainty_score":0.348569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3038199445","doi":"10.1016/s2213-2600(20)30304-0","title":"COVID-19-associated acute respiratory distress syndrome: is a different approach to management warranted?","year":2020,"lang":"en","type":"review","venue":"The Lancet Respiratory Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":506,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sinai Health System; University Health Network","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Canadian Institutes of Health Research; Fresenius Medical Care North America; Genentech; Roche","keywords":"ARDS; Medicine; Intensive care medicine; Context (archaeology); Respiratory physiology; Mechanical ventilation; Coronavirus disease 2019 (COVID-19); Pandemic; Acute respiratory distress; Ventilation (architecture); Intensive care; Respiratory distress; Lung; Internal medicine; Anesthesia; Disease","authors":[{"name":"Eddy Fan","is_ca":true},{"name":"Jeremy R. Beitler","is_ca":false},{"name":"Laurent Brochard","is_ca":true},{"name":"Carolyn S. Calfee","is_ca":false},{"name":"Niall D. Ferguson","is_ca":true},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Daniel Brodie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1630408526951545,"gpt":0.3915240130395846,"spread":0.2284831603444301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002502335,0.00111004,0.00472291,0.001524506,0.0003664832,0.002797427,0.001952057,0.004428893,0.006354288],"category_scores_gemma":[0.00502116,0.0004648604,0.002016158,0.001436416,0.00107972,0.003364765,0.001209112,0.006963753,0.002635577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203547,"about_ca_system_score_gemma":0.002947985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292847,"about_ca_topic_score_gemma":0.005340806,"domain_scores_codex":[0.9991192,0.0002482127,0.0001820893,0.0001288719,0.000225551,0.00009600309],"domain_scores_gemma":[0.9977269,0.001291771,0.0003621938,0.00003885876,0.0004272783,0.000153145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003532612,0.00006784152,0.000511903,0.04446112,0.0007399675,0.0005369987,0.00009195788,0.0003209358,0.0004460427,0.007192509,0.1157105,0.829567],"study_design_scores_gemma":[0.0003649375,0.0002123068,0.001871349,0.07001964,0.00121536,0.002081347,0.0003297227,0.0002257818,0.0001119646,0.00696026,0.9165072,0.0001001151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002641943,0.9966683,0.0000477339,0.002210726,0.0007445482,0.000002250232,0.00001219809,0.000003742925,0.0002840982],"genre_scores_gemma":[0.0005011518,0.995184,0.0001855769,0.002408209,0.001511285,0.000006560331,0.00003270386,0.000001982285,0.0001685926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006354288,"threshold_uncertainty_score":0.02125728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}