{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":625,"total_is_capped":false,"direct_labels_cover":2,"predictions_cover":625,"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":"d78ac7eee285","filters":{"venue":"Annals of the American Thoracic Society"}},"results":[{"id":"W2891367027","doi":"10.1513/annalsats.201808-564ps","title":"Control of Confounding and Reporting of Results in Causal Inference Studies. Guidance for Authors from Editors of Respiratory, Sleep, and Critical Care Journals","year":2018,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":722,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; McGill University; Queen's University","funders":"","keywords":"Confounding; Causal inference; Fallacy; Medicine; Statistics; Econometrics; Computer science; Mathematics; Linguistics","authors":[{"name":"David J. Lederer","is_ca":false},{"name":"Scott C. Bell","is_ca":false},{"name":"Richard D. Branson","is_ca":false},{"name":"James D. Chalmers","is_ca":false},{"name":"Rachel Marshall","is_ca":false},{"name":"David M. Maslove","is_ca":true},{"name":"David E. Ost","is_ca":false},{"name":"Naresh M. Punjabi","is_ca":false},{"name":"Michael Schätz","is_ca":false},{"name":"Alan R Smyth","is_ca":false},{"name":"Paul W. Stewart","is_ca":false},{"name":"Samy Suissa","is_ca":true},{"name":"Alex A. Adjei","is_ca":false},{"name":"Cezmi A. Akdiş","is_ca":false},{"name":"Élie Azoulay","is_ca":false},{"name":"Jan Bakker","is_ca":false},{"name":"Zuhair K. Ballas","is_ca":false},{"name":"Philip G. Bardin","is_ca":false},{"name":"Esther Barreiro","is_ca":false},{"name":"Rinaldo Bellomo","is_ca":false},{"name":"Jonathan A. Bernstein","is_ca":false},{"name":"Vito Brusasco","is_ca":false},{"name":"Timothy G. Buchman","is_ca":false},{"name":"Sudhansu Chokroverty","is_ca":false},{"name":"Nancy A. Collop","is_ca":false},{"name":"James D. Crapo","is_ca":false},{"name":"Dominic A. Fitzgerald","is_ca":false},{"name":"Lauren Hale","is_ca":false},{"name":"Nicholas Hart","is_ca":false},{"name":"Felix Herth","is_ca":false},{"name":"Theodore J. Iwashyna","is_ca":false},{"name":"Gísli Jenkins","is_ca":false},{"name":"Martin Kolb","is_ca":true},{"name":"Guy B. Marks","is_ca":false},{"name":"Peter J. Mazzone","is_ca":false},{"name":"J. Randall Moorman","is_ca":false},{"name":"Thomas M. Murphy","is_ca":false},{"name":"Terry L. Noah","is_ca":false},{"name":"Paul N. Reynolds","is_ca":false},{"name":"Dieter Riemann","is_ca":false},{"name":"Richard Russell","is_ca":false},{"name":"Aziz Sheikh","is_ca":false},{"name":"Giovanni Sotgiu","is_ca":false},{"name":"Erik R. Swenson","is_ca":false},{"name":"Rhonda D. Szczesniak","is_ca":false},{"name":"Ronald Szymusiak","is_ca":false},{"name":"Jean–Louis Teboul","is_ca":false},{"name":"Jean‐Louis Vincent","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4090745820242512,"gpt":0.5752142049379743,"spread":0.166139622913723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7191381,0.002934813,0.007901735,0.01531048,0.006452209,0.02012183,0.01367649,0.02037773,0.01152806],"category_scores_gemma":[0.9262456,0.004283652,0.004478055,0.0132328,0.02010208,0.02381686,0.01229245,0.02915555,0.01003895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006360445,"about_ca_system_score_gemma":0.03562342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360648,"about_ca_topic_score_gemma":0.003558801,"domain_scores_codex":[0.2080951,0.6230816,0.09536444,0.008904447,0.06252616,0.00202835],"domain_scores_gemma":[0.02726836,0.8163003,0.05429543,0.03340573,0.06627011,0.002460033],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006573169,0.0001462871,0.001935114,0.01128752,0.0008118724,0.0003995989,0.009037915,0.0007392662,0.000607822,0.0508524,0.7071018,0.2164231],"study_design_scores_gemma":[0.0009084641,0.0004382441,0.002376979,0.02421363,0.000728053,0.001053785,0.00232526,0.005139656,0.00171391,0.2289218,0.7316939,0.0004865268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0009950303,0.05586488,0.3329791,0.4936485,0.103129,0.004722694,0.001144186,0.00162557,0.005890992],"genre_scores_gemma":[0.02196413,0.04012019,0.6968084,0.1368341,0.08304755,0.01466808,0.0007092392,0.001783141,0.00406523],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2808619,"threshold_uncertainty_score":0.3463528,"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":"W3014214532","doi":"10.1513/annalsats.202003-192sd","title":"The REMAP-CAP (Randomized Embedded Multifactorial Adaptive Platform for Community-acquired Pneumonia) Study. Rationale and Design","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":445,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Toronto; Université de Sherbrooke; St. Michael's Hospital","funders":"National Health and Medical Research Council; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Community-acquired pneumonia; Randomized controlled trial; Randomization; Intensive care medicine; Psychological intervention; Pneumonia; Intensive care unit; Internal medicine","authors":[{"name":"Derek C. Angus","is_ca":false},{"name":"Scott Berry","is_ca":false},{"name":"Roger Lewis","is_ca":false},{"name":"Farah Al-Beidh","is_ca":false},{"name":"Yaseen M. Arabi","is_ca":false},{"name":"Wilma van Bentum-Puijk","is_ca":false},{"name":"Zahra Bhimani","is_ca":true},{"name":"Marc J. M. Bonten","is_ca":false},{"name":"Kristine Broglio","is_ca":false},{"name":"Frank M. Brunkhorst","is_ca":false},{"name":"Allen Cheng","is_ca":false},{"name":"Jean‐Daniel Chiche","is_ca":false},{"name":"Menno D. de Jong","is_ca":false},{"name":"Michelle A. Detry","is_ca":false},{"name":"Herman Goossens","is_ca":false},{"name":"Anthony Gordon","is_ca":false},{"name":"Cameron Green","is_ca":false},{"name":"Alisa M. Higgins","is_ca":false},{"name":"Sebastiaan Hullegie","is_ca":false},{"name":"Peter Krüger","is_ca":false},{"name":"François Lamontagne","is_ca":true},{"name":"Edward Litton","is_ca":false},{"name":"John C. Marshall","is_ca":true},{"name":"Anna McGlothlin","is_ca":false},{"name":"Shay McGuinness","is_ca":false},{"name":"Paul Mouncey","is_ca":false},{"name":"Srinivas Murthy","is_ca":true},{"name":"Alistair Nichol","is_ca":false},{"name":"Genevieve O’Neill","is_ca":false},{"name":"Rachael Parke","is_ca":false},{"name":"Jane Parker","is_ca":false},{"name":"Gernot Rohde","is_ca":false},{"name":"Kathy Rowan","is_ca":false},{"name":"Anne Turner","is_ca":false},{"name":"Paul J. Young","is_ca":false},{"name":"Lennie Derde","is_ca":false},{"name":"Colin McArthur","is_ca":false},{"name":"Steven Webb","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2420782169325211,"gpt":0.4147837763963368,"spread":0.1727055594638158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03905764,0.004961628,0.004364064,0.001309949,0.001438604,0.002362128,0.002287378,0.004595231,0.01761975],"category_scores_gemma":[0.03634393,0.001808262,0.00259896,0.001450781,0.003506701,0.002754849,0.001597321,0.003936075,0.004247994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307263,"about_ca_system_score_gemma":0.005799433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005421519,"about_ca_topic_score_gemma":0.0008582416,"domain_scores_codex":[0.9685421,0.02537361,0.001367167,0.002272293,0.001486267,0.0009585822],"domain_scores_gemma":[0.991977,0.003598096,0.001526433,0.001104424,0.0007416149,0.001052456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.7345304,0.009596774,0.00991346,0.03807047,0.0058235,0.001482313,0.0006565323,0.006966847,0.004061122,0.06008,0.0425694,0.08624909],"study_design_scores_gemma":[0.7887836,0.05876079,0.004325498,0.007683704,0.004324683,0.000812157,0.0002929548,0.01191847,0.001686908,0.0410144,0.08007299,0.0003239565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03661387,0.01259242,0.040419,0.007399132,0.004876249,0.8771459,0.009652797,0.0005363757,0.01076424],"genre_scores_gemma":[0.07624918,0.002097989,0.04885626,0.005319897,0.0009794187,0.8623101,0.001508534,0.00006705181,0.002611493],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03905764,"threshold_uncertainty_score":0.206559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591080553","doi":"10.1513/annalsats.201611-843sr","title":"Safety of Patient Mobilization and Rehabilitation in the Intensive Care Unit. Systematic Review with Meta-Analysis","year":2017,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":386,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Narodowa Agencja Wymiany Akademickiej","keywords":"Medicine; Rehabilitation; Intensive care unit; Meta-analysis; Mobilization; MEDLINE; Intensive care medicine; Systematic review; Physical therapy; Physical medicine and rehabilitation; Internal medicine","authors":[{"name":"Peter Nydahl","is_ca":false},{"name":"Thiti Sricharoenchai","is_ca":false},{"name":"Saurabh Chandra","is_ca":false},{"name":"Firuzan Sari Kundt","is_ca":false},{"name":"Minxuan Huang","is_ca":false},{"name":"Magdalena Fischill","is_ca":false},{"name":"Dale M. Needham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1740008643333023,"gpt":0.4625392880540419,"spread":0.2885384237207397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02981499,0.003400493,0.02360383,0.009579113,0.0008933638,0.004076001,0.002778659,0.00329007,0.004365886],"category_scores_gemma":[0.1006744,0.002208516,0.04622762,0.009689296,0.001123388,0.00269279,0.002037178,0.002365638,0.0004206795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004799586,"about_ca_system_score_gemma":0.006737521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009918459,"about_ca_topic_score_gemma":0.0171809,"domain_scores_codex":[0.9722723,0.01494278,0.007555368,0.00212528,0.002540405,0.0005639454],"domain_scores_gemma":[0.9441736,0.03980559,0.01077251,0.00167855,0.003170258,0.0003995456],"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":[0.001276869,0.00002306344,0.002051492,0.5047906,0.4838395,0.0001005686,0.00006550816,0.0004246265,0.00007673667,0.0001107299,0.0005092965,0.006730954],"study_design_scores_gemma":[0.000941622,0.0002623282,0.002616767,0.05961125,0.9345319,0.00008829138,0.00004473015,0.0002584763,0.00009688278,0.0002366598,0.001281603,0.00002955279],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003652917,0.9923639,0.001072758,0.000248238,0.0002488012,0.001244206,0.000782323,0.0000482763,0.0003386792],"genre_scores_gemma":[0.1995405,0.781961,0.006636733,0.001664202,0.0004855831,0.007740475,0.001374709,0.00005939627,0.0005374661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02981499,"threshold_uncertainty_score":0.1576786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995199373","doi":"10.1513/annalsats.201804-236oc","title":"Incidence and Prevalence of Nontuberculous Mycobacterial Lung Disease in a Large U.S. Managed Care Health Plan, 2008–2015","year":2019,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":333,"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":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Medicine; Incidence (geometry); Nontuberculous mycobacteria; Lung disease; Disease; Health plan; Intensive care medicine; Environmental health; Health care; Lung; Internal medicine; Tuberculosis; Pathology; Mycobacterium","authors":[{"name":"Kevin Winthrop","is_ca":false},{"name":"Theodore K. Marras","is_ca":true},{"name":"Jennifer Adjemian","is_ca":false},{"name":"Haixin Zhang","is_ca":false},{"name":"Ping Wang","is_ca":false},{"name":"Quanwu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03466447822292226,"gpt":0.3909198560976603,"spread":0.356255377874738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001415487,0.0002846693,0.0002546631,0.002330017,0.0004830891,0.0009642187,0.0008372311,0.0004313999,0.001184791],"category_scores_gemma":[0.004151346,0.00032428,0.0005855779,0.002690904,0.0004165167,0.0008611246,0.0009803398,0.0007350078,0.0001507605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211546,"about_ca_system_score_gemma":0.001583419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06933264,"about_ca_topic_score_gemma":0.07593532,"domain_scores_codex":[0.9984889,0.000350985,0.0002345425,0.000372149,0.0004127088,0.0001408316],"domain_scores_gemma":[0.9946749,0.0005503736,0.003296427,0.0002361993,0.0007979904,0.0004441614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001588997,0.00004095667,0.9961557,0.00002123599,0.00007789709,0.00002439062,0.00007524691,0.0001815573,0.00004695827,0.00007586154,0.001599438,0.001684863],"study_design_scores_gemma":[0.000008574569,0.00002456143,0.9975941,0.0000366238,0.00003924999,0.00007901354,0.0002096023,0.001222586,0.00005781984,0.00005245502,0.0006704542,0.000004908058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774657,0.001149883,0.0007165733,0.001186577,0.00003504539,0.00007432018,0.01735709,0.00006071786,0.001954082],"genre_scores_gemma":[0.9902164,0.0004715316,0.0006731248,0.0003058469,0.00008414987,0.00009168436,0.007889925,0.000004918144,0.0002624078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06933264,"threshold_uncertainty_score":0.1378582,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W1965779264","doi":"10.1513/annalsats.201305-110oc","title":"Standardizing Nasal Nitric Oxide Measurement as a Test for Primary Ciliary Dyskinesia","year":2013,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; McGill University","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Environmental Health Sciences; National Institute of Allergy and Infectious Diseases; Georgia Clinical and Translational Science Alliance; U.S. Public Health Service; National Institutes of Health; Rare Diseases Clinical Research Network; National Heart, Lung, and Blood Institute","keywords":"Primary ciliary dyskinesia; Medicine; Cystic fibrosis; Cutoff; Asthma; Respiratory disease; Gastroenterology; Internal medicine; Gold standard (test); Dyskinesia; Bronchiectasis; Pathology; Disease; Lung; Parkinson's disease","authors":[{"name":"Margaret W. Leigh","is_ca":false},{"name":"Milan J. Hazucha","is_ca":false},{"name":"Kunal Chawla","is_ca":false},{"name":"Brock R. Baker","is_ca":false},{"name":"Adam J. Shapiro","is_ca":true},{"name":"David E. Brown","is_ca":false},{"name":"Lisa M. LaVange","is_ca":false},{"name":"Bethany J. Horton","is_ca":false},{"name":"Bahjat F. Qaqish","is_ca":false},{"name":"Johnny L. Carson","is_ca":false},{"name":"Stephanie D. Davis","is_ca":false},{"name":"Sharon Dell","is_ca":true},{"name":"Thomas W. Ferkol","is_ca":false},{"name":"Jeffrey J. Atkinson","is_ca":false},{"name":"Kenneth N. Olivier","is_ca":false},{"name":"Scott D. Sagel","is_ca":false},{"name":"Margaret Rosenfeld","is_ca":false},{"name":"Carlos Milla","is_ca":false},{"name":"Hye Seung Lee","is_ca":false},{"name":"Jeffrey P. Krischer","is_ca":false},{"name":"Maimoona A. Zariwala","is_ca":false},{"name":"Michael R. Knowles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08577523419799825,"gpt":0.4031979057926226,"spread":0.3174226715946243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03328817,0.001146755,0.001286269,0.001812185,0.0006580016,0.001673757,0.001891576,0.001781205,0.0003979125],"category_scores_gemma":[0.03991143,0.0004528038,0.0006415521,0.001269748,0.00244226,0.0008777375,0.001497895,0.00110454,0.0004445753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008419986,"about_ca_system_score_gemma":0.001775021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746849,"about_ca_topic_score_gemma":0.0028875,"domain_scores_codex":[0.972061,0.01445806,0.003362322,0.003614957,0.006037087,0.0004666991],"domain_scores_gemma":[0.9765613,0.008052827,0.00457727,0.004557771,0.00576226,0.000488554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000840212,0.0003550152,0.8898868,0.0005182642,0.000222549,0.0002204392,0.0005500102,0.001678636,0.0169874,0.0005981782,0.001964229,0.08617821],"study_design_scores_gemma":[0.0003103826,0.00438576,0.9274001,0.0008363755,0.0005193044,0.002369615,0.0007679223,0.01397845,0.0375482,0.002246478,0.009492441,0.0001450167],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8005445,0.009332119,0.1710058,0.002381953,0.0009528397,0.004674404,0.001629648,0.0009550104,0.008523686],"genre_scores_gemma":[0.8530158,0.001378158,0.1403721,0.001140154,0.0003192715,0.001818012,0.001270624,0.00008331396,0.0006025733],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03328817,"threshold_uncertainty_score":0.1760467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168898577","doi":"10.1513/annalsats.201404-166oc","title":"Cystic Fibrosis Foundation Pulmonary Guideline. Pharmacologic Approaches to Prevention and Eradication of Initial <i>Pseudomonas aeruginosa</i> Infection","year":2014,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":266,"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; Guideline; Pseudomonas aeruginosa; Cystic fibrosis; Intensive care medicine; Pulmonary infection; Microbiology; Internal medicine; Pathology; Bacteria","authors":[{"name":"Peter J. Mogayzel","is_ca":false},{"name":"Edward T. Naureckas","is_ca":false},{"name":"Karen A. Robinson","is_ca":false},{"name":"Cynthia Brady","is_ca":false},{"name":"Margaret F. Guill","is_ca":false},{"name":"Thomas Lahiri","is_ca":false},{"name":"Lisa Lubsch","is_ca":false},{"name":"Jane Matsui","is_ca":false},{"name":"Christopher M. Oermann","is_ca":false},{"name":"Félix Ratjen","is_ca":true},{"name":"Margaret Rosenfeld","is_ca":false},{"name":"Richard H. Simon","is_ca":false},{"name":"Leslie Hazle","is_ca":false},{"name":"Kathy Sabadosa","is_ca":false},{"name":"Bruce C. Marshall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2520189210932378,"gpt":0.4996935746066716,"spread":0.2476746535134338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008308071,0.001448279,0.002036195,0.003710467,0.001263353,0.001949355,0.003523753,0.008334442,0.01193536],"category_scores_gemma":[0.02106333,0.0007315648,0.003886645,0.003248073,0.001051354,0.001734058,0.001819666,0.007681208,0.008945033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005839922,"about_ca_system_score_gemma":0.02195026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06375617,"about_ca_topic_score_gemma":0.1003053,"domain_scores_codex":[0.9906549,0.0027899,0.002222667,0.0004540527,0.003313841,0.0005646409],"domain_scores_gemma":[0.9789677,0.00431957,0.00452558,0.0003675751,0.01051667,0.001302775],"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":[0.00008907848,0.00008236369,0.0005359782,0.005343942,0.00007716013,0.0001117507,0.00008729607,0.0001912715,0.0002431507,0.001435135,0.9350725,0.05673043],"study_design_scores_gemma":[0.0009748134,0.0002214289,0.008716065,0.04220835,0.0003778235,0.0004608862,0.00009700961,0.0003020724,0.0002619087,0.002006272,0.944306,0.00006727219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002672756,0.3120278,0.008892086,0.3989169,0.02725809,0.01399049,0.05854904,0.001068713,0.1766242],"genre_scores_gemma":[0.02553963,0.3029166,0.08477034,0.3110568,0.01310767,0.02678181,0.1142023,0.000400693,0.1212242],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06375617,"threshold_uncertainty_score":0.1267701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052771311","doi":"10.1513/annalsats.201307-229oc","title":"Quantitative Computed Tomography Measures of Pectoralis Muscle Area and Disease Severity in Chronic Obstructive Pulmonary Disease. A Cross-Sectional Study","year":2014,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":248,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Pectoralis major muscle; Pectoralis Muscle; COPD; Body mass index; Internal medicine; Cohort; Cardiology; Radiology; Pathology; Anatomy","authors":[{"name":"Merry‐Lynn McDonald","is_ca":false},{"name":"Alejandro A. Díaz","is_ca":false},{"name":"James C. Ross","is_ca":false},{"name":"Raúl San Jośe Estépar","is_ca":false},{"name":"Linfu Zhou","is_ca":false},{"name":"Elizabeth A. Regan","is_ca":false},{"name":"Eric Eckbo","is_ca":false},{"name":"Nina Muralidhar","is_ca":false},{"name":"Michael H. Cho","is_ca":false},{"name":"Craig P. Hersh","is_ca":false},{"name":"Christoph Lange","is_ca":false},{"name":"Emiel F.�M. Wouters","is_ca":false},{"name":"Richard Casaburi","is_ca":false},{"name":"Harvey O. Coxson","is_ca":true},{"name":"William MacNee","is_ca":false},{"name":"Stephen I. Rennard","is_ca":false},{"name":"David A. Lomas","is_ca":false},{"name":"Àlvar Agustí","is_ca":false},{"name":"Bartolomé R. Celli","is_ca":false},{"name":"Jennifer L. Black‐Shinn","is_ca":false},{"name":"Gregory L. Kinney","is_ca":false},{"name":"Sharon M. Lutz","is_ca":false},{"name":"John E. Hokanson","is_ca":false},{"name":"Edwin K. Silverman","is_ca":false},{"name":"George R. Washko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0963845378330586,"gpt":0.4032679328055832,"spread":0.3068833949725245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002000186,0.0005414939,0.0003594586,0.0009465921,0.0004531321,0.0004959525,0.0005425983,0.0008460794,0.001255039],"category_scores_gemma":[0.002833354,0.0003786287,0.0004539209,0.001064972,0.0004563477,0.0005151925,0.0004034698,0.0006794063,0.0003481159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002348235,"about_ca_system_score_gemma":0.0003034903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604022,"about_ca_topic_score_gemma":0.001518808,"domain_scores_codex":[0.9989362,0.0004014035,0.0001173698,0.0002536666,0.0002143162,0.00007687692],"domain_scores_gemma":[0.9971064,0.0005427843,0.001130772,0.0003832899,0.0003658421,0.0004709832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002392188,0.0001005982,0.9982621,0.00002410342,0.00009547937,0.00002707936,0.00003677359,0.00003351574,0.0005810828,0.00001488617,0.00005016523,0.0005348348],"study_design_scores_gemma":[0.00001932322,0.0003034293,0.9991146,0.000004865764,0.00003763615,0.000175616,0.00003687572,0.00009802458,0.00008200022,0.00001355229,0.0001107006,0.000003365509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966549,0.0004958239,0.000485585,0.00004185256,0.00001127113,0.0001303733,0.001490213,0.00000973706,0.0006801694],"genre_scores_gemma":[0.998,0.00008886294,0.0004956921,0.00005028875,0.00002268837,0.0001414179,0.001003587,0.000003436294,0.0001940533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002000186,"threshold_uncertainty_score":0.0105781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2501120166","doi":"10.1513/annalsats.201606-461sr","title":"Diagnostic Yield and Complications of Transbronchial Lung Cryobiopsy for Interstitial Lung Disease. A Systematic Review and Metaanalysis","year":2016,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":220,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia; South Health Campus; University of Saskatchewan; University of Calgary","funders":"","keywords":"Medicine; Interstitial lung disease; Meta-analysis; Pneumothorax; Confidence interval; Lung biopsy; Lung; Radiology; Biopsy; Internal medicine","authors":[{"name":"Kerri A. Johannson","is_ca":true},{"name":"Veronica Marcoux","is_ca":true},{"name":"Paul E. Ronksley","is_ca":true},{"name":"Christopher J. Ryerson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07472345700465217,"gpt":0.4173013885482533,"spread":0.3425779315436011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03086488,0.002925715,0.0185996,0.01030773,0.0007406418,0.003837743,0.002432629,0.002720278,0.002472927],"category_scores_gemma":[0.08018905,0.002050583,0.03891032,0.01023674,0.001225745,0.002563723,0.001800668,0.002115306,0.0002824433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003146949,"about_ca_system_score_gemma":0.004234534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006782271,"about_ca_topic_score_gemma":0.01311821,"domain_scores_codex":[0.9735855,0.01309596,0.00788811,0.002127706,0.002845893,0.000456625],"domain_scores_gemma":[0.9332917,0.05168028,0.01000028,0.001541563,0.003127498,0.0003586354],"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":[0.00117584,0.00001606805,0.005579279,0.5135381,0.4688679,0.00008987079,0.00008840452,0.0002991442,0.000123169,0.0001163977,0.0004247818,0.009681011],"study_design_scores_gemma":[0.0004963946,0.0002222177,0.00535165,0.05575442,0.9360476,0.0001527932,0.00005680502,0.0001798966,0.0001469367,0.0002514363,0.001310409,0.00002941968],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002527464,0.9962332,0.0003457427,0.0001415411,0.00009423378,0.0002328501,0.0002717446,0.00001183129,0.0001415031],"genre_scores_gemma":[0.1385366,0.8540558,0.003345567,0.001142914,0.0003603431,0.00167765,0.0006451403,0.00003191349,0.0002042064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03086488,"threshold_uncertainty_score":0.163231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154865352","doi":"10.1513/annalsats.201310-351oc","title":"The Loss of Topography in the Microbial Communities of the Upper Respiratory Tract in the Elderly","year":2014,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":216,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"Canadian Institutes of Health Research","keywords":"Microbiome; Respiratory tract; Medicine; Streptococcus pneumoniae; Respiratory tract infections; Population; Immune system; Respiratory system; Immunology; Streptococcus salivarius; Upper respiratory tract infection; Anterior nares; Streptococcus; Physiology; Internal medicine; Microbiology; Biology; Bacteria; Staphylococcus aureus; Bioinformatics","authors":[{"name":"Fiona Whelan","is_ca":false},{"name":"Chris P. Verschoor","is_ca":true},{"name":"Jennifer C. Stearns","is_ca":true},{"name":"Laura Rossi","is_ca":false},{"name":"Kathy Luinstra","is_ca":false},{"name":"Mark Loeb","is_ca":false},{"name":"Marek Smieja","is_ca":true},{"name":"Jennie Johnstone","is_ca":false},{"name":"Michael G. Surette","is_ca":true},{"name":"Dawn M. E. Bowdish","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1153876733091844,"gpt":0.4590710327101208,"spread":0.3436833594009364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000470675,0.000189173,0.0002379559,0.000602429,0.0003087184,0.0005848726,0.0002297635,0.0003814402,0.001158354],"category_scores_gemma":[0.001266265,0.000108211,0.0001885875,0.0004351599,0.0004106565,0.0005011284,0.0005841525,0.0002265417,0.0002975329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776826,"about_ca_system_score_gemma":0.0002663961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334736,"about_ca_topic_score_gemma":0.002856628,"domain_scores_codex":[0.9997757,0.00004594621,0.00002636574,0.00005765579,0.0000614395,0.00003288344],"domain_scores_gemma":[0.9992655,0.00008094643,0.00039907,0.00003657313,0.0001179275,0.0001000272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003938563,0.00006454957,0.9486671,0.0002964591,0.00006616298,0.0003491567,0.0004770795,0.0001151355,0.02909845,0.0001104421,0.0004506249,0.01991089],"study_design_scores_gemma":[0.000001677366,0.0001396547,0.9978741,0.00003306834,0.00001539723,0.0004721643,0.0003681503,0.00006446968,0.0005492603,0.00006546139,0.0004134438,0.000002988392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956956,0.002385888,0.0004299245,0.0002528391,0.0000208607,0.00002013455,0.0004014291,0.00001033276,0.000782929],"genre_scores_gemma":[0.9980031,0.0008980733,0.0005608613,0.0001309059,0.00003091816,0.00001550162,0.0001744919,0.000001788497,0.0001843888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002334736,"threshold_uncertainty_score":0.004642248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337940600","doi":"10.1513/annalsats.201511-748oc","title":"Clinical Features and Associated Likelihood of Primary Ciliary Dyskinesia in Children and Adolescents","year":2016,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":216,"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":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Primary ciliary dyskinesia; Medicine; Cilium; Motile cilium; Pathology; Genetic testing; Internal medicine; Genetics; Biology; Lung","authors":[{"name":"Margaret W. Leigh","is_ca":false},{"name":"Thomas W. Ferkol","is_ca":false},{"name":"Stephanie D. Davis","is_ca":false},{"name":"Hye Seung Lee","is_ca":false},{"name":"Margaret Rosenfeld","is_ca":false},{"name":"Sharon Dell","is_ca":true},{"name":"Scott D. Sagel","is_ca":false},{"name":"Carlos Milla","is_ca":false},{"name":"Kenneth N. Olivier","is_ca":false},{"name":"Kelli M. Sullivan","is_ca":false},{"name":"Maimoona A. Zariwala","is_ca":false},{"name":"Jessica E. Pittman","is_ca":false},{"name":"Adam J. Shapiro","is_ca":false},{"name":"Johnny L. Carson","is_ca":false},{"name":"Jeffrey P. Krischer","is_ca":false},{"name":"Milan J. Hazucha","is_ca":false},{"name":"Michael R. Knowles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03692488474912132,"gpt":0.3973673163415867,"spread":0.3604424315924654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008607928,0.000368964,0.0003560571,0.001430245,0.0004392229,0.000636284,0.0003853859,0.0007403758,0.002176883],"category_scores_gemma":[0.005656829,0.0002565442,0.0003318764,0.0009768807,0.0005930269,0.0004465722,0.0005673454,0.0006273136,0.0002358955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003383589,"about_ca_system_score_gemma":0.0005555978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002546766,"about_ca_topic_score_gemma":0.002996509,"domain_scores_codex":[0.9992176,0.0001818023,0.000110417,0.0001761196,0.0001976738,0.0001162907],"domain_scores_gemma":[0.9960423,0.0009514489,0.002012274,0.00008661293,0.0003410346,0.0005664141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001514082,0.000005148415,0.9995607,0.000003097325,0.000003535401,0.00009458126,0.00001738437,0.00001183866,0.00003418819,0.000005286908,0.00002836851,0.0002207272],"study_design_scores_gemma":[0.000004519465,0.00004732839,0.9982588,0.000008379529,0.00001132619,0.001336064,0.0001229515,0.00008597275,0.00004100198,0.00001708528,0.00006503311,0.000001653031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990416,0.0001732808,0.00005282271,0.00005592316,0.000005228231,0.00001501961,0.0002488062,0.000004306667,0.0004028597],"genre_scores_gemma":[0.9994819,0.00007010984,0.00009481438,0.00001518719,0.000009256463,0.00001355963,0.0002811099,0.000001437151,0.00003266657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002546766,"threshold_uncertainty_score":0.007282376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153220508","doi":"10.1513/annalsats.201311-395fr","title":"Inhaled Antibiotics for Lower Airway Infections","year":2014,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; U.S. Food and Drug Administration; National Institute of Allergy and Infectious Diseases; Cystic Fibrosis Canada; National Institutes of Health; British Columbia Lung Association; University of British Columbia; St. Paul's Foundation; Cystic Fibrosis Foundation","keywords":"Medicine; Antibiotics; Airway; Intensive care medicine; Anesthesia; Microbiology","authors":[{"name":"Bradley S. Quon","is_ca":true},{"name":"Christopher H. Goss","is_ca":false},{"name":"Bonnie W. Ramsey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1372231148288715,"gpt":0.4975459479119781,"spread":0.3603228330831066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005963169,0.0006678973,0.000807544,0.000798537,0.0004917828,0.001166792,0.0006084757,0.001849561,0.02384878],"category_scores_gemma":[0.001676736,0.0001316934,0.001147704,0.0005383231,0.0003462173,0.0007791522,0.0009041581,0.002805672,0.01497911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004784813,"about_ca_system_score_gemma":0.0008494945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004006122,"about_ca_topic_score_gemma":0.0009066309,"domain_scores_codex":[0.9991388,0.0001638868,0.00009319802,0.00009710711,0.0003979732,0.0001090194],"domain_scores_gemma":[0.9993377,0.000143217,0.0001508917,0.00004091943,0.0001999134,0.0001273133],"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":[0.0003529452,0.0003114446,0.0008958528,0.005468192,0.0001229464,0.002010446,0.0001303566,0.0001053225,0.01256415,0.004788435,0.1669937,0.8062562],"study_design_scores_gemma":[0.0001553751,0.0005597864,0.00131927,0.001747487,0.00008292238,0.007090908,0.0000469166,0.00007291695,0.003258968,0.001234447,0.9844086,0.00002235801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004348794,0.8962649,0.004128633,0.01188878,0.01095287,0.0002765612,0.0006460088,0.0005801088,0.07091341],"genre_scores_gemma":[0.076901,0.7596979,0.01170914,0.03904368,0.0144725,0.0006109608,0.002063261,0.0002434076,0.0952583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02384878,"threshold_uncertainty_score":0.07978207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3014923306","doi":"10.1513/annalsats.202001-046st","title":"Outdoor Air Pollution and New-Onset Airway Disease. An Official American Thoracic Society Workshop Report","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":198,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; York University; American Thoracic Society; U.S. Environmental Protection Agency","keywords":"Medicine; Airway; Air pollution; Intensive care medicine; Environmental health; Surgery","authors":[{"name":"George D. Thurston","is_ca":false},{"name":"John R. Balmes","is_ca":false},{"name":"Erika Garcia","is_ca":false},{"name":"Frank D. Gilliland","is_ca":false},{"name":"Mary B. Rice","is_ca":false},{"name":"Tamara Schikowski","is_ca":false},{"name":"Laura S. Van Winkle","is_ca":false},{"name":"Isabella Annesi‐Maesano","is_ca":false},{"name":"Esteban G. Burchard","is_ca":false},{"name":"Christopher Carlsten","is_ca":false},{"name":"Jack R. Harkema","is_ca":false},{"name":"Haneen Khreis","is_ca":false},{"name":"Steven R. Kleeberger","is_ca":false},{"name":"Urmila P. Kodavanti","is_ca":false},{"name":"Stephanie J. London","is_ca":false},{"name":"Rob McConnell","is_ca":false},{"name":"Kent E. Pinkerton","is_ca":false},{"name":"Joan Reibman","is_ca":false},{"name":"Carl W. White","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1584040355518656,"gpt":0.4256772060385626,"spread":0.267273170486697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008700245,0.001994099,0.0007367089,0.001777481,0.00146335,0.003330335,0.001628904,0.00748527,0.01189962],"category_scores_gemma":[0.004840836,0.0007010394,0.001948118,0.0009332471,0.0006007605,0.002493973,0.00352639,0.00645609,0.004383429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00165724,"about_ca_system_score_gemma":0.006530597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884001,"about_ca_topic_score_gemma":0.006694059,"domain_scores_codex":[0.9978904,0.0004123607,0.0002207292,0.0003228746,0.0007108563,0.0004426952],"domain_scores_gemma":[0.9938539,0.0008136068,0.0003522417,0.0001308592,0.002309863,0.002539593],"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":[0.0001617545,0.0001663703,0.001959052,0.0007158872,0.00004897786,0.0004665284,0.000402266,0.00009775708,0.0006771145,0.0005220645,0.9453228,0.04945937],"study_design_scores_gemma":[0.0000899971,0.0002128112,0.01008872,0.001928736,0.00009605024,0.0005420924,0.0006341402,0.0001800192,0.0003569612,0.001132226,0.9846982,0.00004003302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.004211613,0.08603068,0.001255933,0.3355744,0.5534248,0.0005390347,0.00218874,0.000110187,0.01666466],"genre_scores_gemma":[0.04305432,0.1661201,0.00291085,0.1135311,0.5032115,0.001962662,0.006845,0.0002930116,0.1620715],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01189962,"threshold_uncertainty_score":0.04601187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981549976","doi":"10.1513/annalsats.201306-159mg","title":"The Cystic Fibrosis Lung Microbiome","year":2014,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"Canadian Institutes of Health Research","keywords":"Cystic fibrosis; Microbiome; Stenotrophomonas maltophilia; Medicine; Pseudomonas aeruginosa; Obligate anaerobe; Stenotrophomonas; Microbiology; Burkholderia; Mycobacterium abscessus; Staphylococcus aureus; Obligate; Pathogen; Airway; Immunology; Biology; Bacteria; Pathology; Bioinformatics; Pseudomonas; Internal medicine; Mycobacterium; Tuberculosis","authors":[{"name":"Michael G. Surette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0401315452842777,"gpt":0.4013824114176972,"spread":0.3612508661334195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005943278,0.00013717,0.0002325141,0.0005669419,0.0009419314,0.001422246,0.0001440552,0.0005874391,0.003471944],"category_scores_gemma":[0.00118174,0.0000891848,0.0001492994,0.0004301159,0.0004496336,0.0005611139,0.0009814369,0.0004586192,0.000798098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004508048,"about_ca_system_score_gemma":0.0009717941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002165901,"about_ca_topic_score_gemma":0.002703852,"domain_scores_codex":[0.9995698,0.0001267565,0.00001889425,0.00005872004,0.0001395922,0.00008615168],"domain_scores_gemma":[0.999644,0.00006385102,0.00006119704,0.00002175391,0.00008589916,0.000123202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002627762,0.00009667908,0.1574821,0.001198744,0.0001231365,0.002941977,0.004808388,0.0005860124,0.1683826,0.009298255,0.06121942,0.5936],"study_design_scores_gemma":[0.00002298159,0.0002733891,0.4242522,0.001366625,0.0000713204,0.0081123,0.004731543,0.0007873265,0.006426854,0.007278875,0.5466167,0.00005981145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7576674,0.1164767,0.007662183,0.03968852,0.001665782,0.0001824927,0.003843712,0.000270912,0.07254238],"genre_scores_gemma":[0.9308847,0.04147413,0.007869761,0.006193168,0.000710545,0.00008787747,0.00128932,0.00004100134,0.01144952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003471944,"threshold_uncertainty_score":0.0116148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117107959","doi":"10.1513/annalsats.201402-050as","title":"Antibiotic Management of Lung Infections in Cystic Fibrosis. I. The Microbiome, Methicillin-Resistant <i>Staphylococcus aureus</i> , Gram-Negative Bacteria, and Multiple Infections","year":2014,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":196,"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","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Cystic fibrosis; Microbiome; Pseudomonas aeruginosa; Medicine; Antibiotics; Staphylococcus aureus; Intensive care medicine; Immunology; Antibiotic resistance; Disease; Microbiology; Lung; Bacteria; Biology; Bioinformatics; Pathology; Internal medicine","authors":[{"name":"James F. Chmiel","is_ca":false},{"name":"Timothy R. Aksamit","is_ca":false},{"name":"Sanjay H. Chotirmall","is_ca":false},{"name":"Elliott C. Dasenbrook","is_ca":false},{"name":"J.S. Elborn","is_ca":false},{"name":"John J. LiPuma","is_ca":false},{"name":"Sarath Ranganathan","is_ca":false},{"name":"Valerie J. Waters","is_ca":false},{"name":"Félix Ratjen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05588941339031683,"gpt":0.4130381095534101,"spread":0.3571486961630933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003872809,0.000588316,0.0006406692,0.0007909295,0.0005017352,0.0006634668,0.0003220866,0.001509853,0.001737957],"category_scores_gemma":[0.000832378,0.0001260723,0.0005368174,0.0004336689,0.0002712531,0.0005348422,0.0005781799,0.001199747,0.000775636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005241201,"about_ca_system_score_gemma":0.0005967163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008443571,"about_ca_topic_score_gemma":0.002694112,"domain_scores_codex":[0.99967,0.00009437319,0.00006035312,0.00002924689,0.0001101279,0.00003597226],"domain_scores_gemma":[0.9996824,0.00007911472,0.0001344062,0.00000546783,0.00004353441,0.00005504771],"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":[0.0002317572,0.0002379129,0.003547285,0.006650303,0.0000909777,0.004665717,0.0003235833,0.0006276118,0.006407674,0.001397511,0.07589104,0.8999286],"study_design_scores_gemma":[0.0001859175,0.003574433,0.03927688,0.01724487,0.0003092728,0.03990921,0.0007098134,0.0009417137,0.002408709,0.002429723,0.8929315,0.00007794794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003569667,0.9812381,0.0007974285,0.006107302,0.002716214,0.00004451972,0.00002863828,0.00004335992,0.005454762],"genre_scores_gemma":[0.03261606,0.9424751,0.002764354,0.007696141,0.009732607,0.000133354,0.000119418,0.00002118063,0.004441786],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001737957,"threshold_uncertainty_score":0.005814016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100856768","doi":"10.1513/annalsats.202008-990cme","title":"Face Masks and the Cardiorespiratory Response to Physical Activity in Health and Disease","year":2020,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health; University of Alberta; Covenant Health; University of Winnipeg; St. Paul's Hospital; Alberta Health Services; University of British Columbia; University of Waterloo","funders":"National Heart, Lung, and Blood Institute","keywords":"Respirator; Medicine; Cardiorespiratory fitness; Work of breathing; Intensive care medicine; Disease; Breathing; Respiratory physiology; Respiratory system; Affect (linguistics); Ventilation (architecture); Physical medicine and rehabilitation; Physical therapy; Internal medicine; Anesthesia; Psychology","authors":[{"name":"Susan R. Hopkins","is_ca":false},{"name":"Paolo B. Dominelli","is_ca":false},{"name":"Christopher K. Davis","is_ca":true},{"name":"Jordan A. Guenette","is_ca":true},{"name":"Andrew M. Luks","is_ca":true},{"name":"Yannick Molgat‐Seon","is_ca":false},{"name":"Rui Carlos Sá","is_ca":false},{"name":"A. William Sheel","is_ca":true},{"name":"Erik R. Swenson","is_ca":true},{"name":"Michael K. Stickland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1235623594609319,"gpt":0.453947107752741,"spread":0.3303847482918091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007155857,0.0003401079,0.0004358605,0.0009856932,0.0002329192,0.001125801,0.0004047357,0.001089693,0.001465692],"category_scores_gemma":[0.001341702,0.0001336642,0.0006850985,0.0007658193,0.0004375387,0.0005385107,0.0004451319,0.0004967689,0.0003383629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004746518,"about_ca_system_score_gemma":0.0004027049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133165,"about_ca_topic_score_gemma":0.002966554,"domain_scores_codex":[0.9993518,0.0002839781,0.00007890721,0.00008133105,0.000156819,0.00004729417],"domain_scores_gemma":[0.9992328,0.0003828167,0.0002628906,0.00001386193,0.00007919029,0.000028462],"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":[0.001052719,0.0003997561,0.06143359,0.03290597,0.001064707,0.001546809,0.001287522,0.0006603689,0.01040094,0.003377906,0.009997291,0.8758724],"study_design_scores_gemma":[0.00009315224,0.002804987,0.7177067,0.01744002,0.001792729,0.008117885,0.002335004,0.000719336,0.004206392,0.003952095,0.2406988,0.0001329061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02013091,0.9749646,0.0002382133,0.001272773,0.0002254274,0.00001913505,0.00008740117,0.000005566776,0.003055935],"genre_scores_gemma":[0.1426522,0.8521122,0.0008919742,0.001468776,0.0009000804,0.00004586597,0.0001630707,0.000004619897,0.001761138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002133165,"threshold_uncertainty_score":0.004903197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794733568","doi":"10.1513/annalsats.201712-961oc","title":"Inspiratory Muscle Rehabilitation in Critically Ill Adults. A Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Interquartile range; Intensive care unit; Mechanical ventilation; Meta-analysis; Randomized controlled trial; Physical therapy; CINAHL; Confidence interval; Intensive care; Intensive care medicine; Internal medicine; Psychological intervention","authors":[{"name":"Stefannie Vorona","is_ca":false},{"name":"Umberto Sabatini","is_ca":false},{"name":"Sulaiman Al-Maqbali","is_ca":false},{"name":"Michele Bertoni","is_ca":false},{"name":"Martin Dres","is_ca":true},{"name":"Bernie Bissett","is_ca":false},{"name":"Frank van Haren","is_ca":false},{"name":"A. Daniel Martin","is_ca":false},{"name":"Cristian Urrea","is_ca":false},{"name":"Debbie Brace","is_ca":false},{"name":"Matteo Parotto","is_ca":true},{"name":"Margaret S. Herridge","is_ca":false},{"name":"Neill K. J. Adhikari","is_ca":true},{"name":"Eddy Fan","is_ca":false},{"name":"Luana Torres Monteiro Melo","is_ca":true},{"name":"W. Darlene Reid","is_ca":true},{"name":"Laurent Brochard","is_ca":true},{"name":"Niall D. Ferguson","is_ca":false},{"name":"Ewan C. Goligher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1317862398586871,"gpt":0.4496521366329275,"spread":0.3178658967742403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01176106,0.002415904,0.01867016,0.00605145,0.0006278672,0.002620333,0.002033649,0.001991099,0.003546667],"category_scores_gemma":[0.02615546,0.001321871,0.02447563,0.007092932,0.0006539318,0.001806352,0.00119414,0.001561695,0.0002608265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353447,"about_ca_system_score_gemma":0.00360876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005662754,"about_ca_topic_score_gemma":0.01383363,"domain_scores_codex":[0.990495,0.004439606,0.002928609,0.0009375576,0.0009047904,0.000294356],"domain_scores_gemma":[0.985716,0.009905725,0.002964314,0.0003265287,0.0008940439,0.0001933707],"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":[0.001664007,0.00005170025,0.002896839,0.6499947,0.332982,0.0001211613,0.00007264676,0.0003116804,0.0001570029,0.0001154276,0.0004481087,0.01118473],"study_design_scores_gemma":[0.001345534,0.0005534327,0.005313238,0.0708293,0.9190702,0.000147963,0.00007144446,0.0002290312,0.000143871,0.0002159243,0.002050966,0.00002917217],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003332552,0.9954615,0.0002531727,0.0001069007,0.00007396526,0.0003523807,0.0002738528,0.00001121607,0.0001345797],"genre_scores_gemma":[0.1334842,0.8602747,0.002448182,0.0008299071,0.0002070358,0.001962998,0.0005565289,0.00001780621,0.0002187143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01867016,"threshold_uncertainty_score":0.06219912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2745446031","doi":"10.1513/annalsats.201612-967ps","title":"Skeletal Muscle Ultrasound in Critical Care: A Tool in Need of Translation","year":2017,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"King's College London; Medical Research Council; National Institute for Health and Care Research; National Health and Medical Research Council; European Respiratory Society","keywords":"Medicine; Critical illness; Skeletal muscle; Ultrasound; Intensive care medicine; Translation (biology); MEDLINE; Physical medicine and rehabilitation; Radiology; Internal medicine; Critically ill","authors":[{"name":"Marina Mourtzakis","is_ca":true},{"name":"Selina M. Parry","is_ca":false},{"name":"Bronwen Connolly","is_ca":false},{"name":"Zudin Puthucheary","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09891733508618666,"gpt":0.4382431223126105,"spread":0.3393257872264239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07134084,0.001855789,0.003424149,0.005893119,0.001771855,0.01120426,0.005296923,0.009247506,0.01123795],"category_scores_gemma":[0.2194502,0.0009602961,0.001474514,0.004023214,0.009736858,0.01658454,0.005295092,0.01402525,0.004317715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007110248,"about_ca_system_score_gemma":0.0176011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008408873,"about_ca_topic_score_gemma":0.006199647,"domain_scores_codex":[0.9764897,0.01171598,0.004826951,0.001636639,0.004626788,0.0007039292],"domain_scores_gemma":[0.7101489,0.194021,0.009155175,0.016149,0.06273885,0.007787135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003941192,0.0001899081,0.005012569,0.01875903,0.0001680887,0.0006704245,0.002351843,0.0006796172,0.0008459981,0.03956012,0.1513837,0.7799846],"study_design_scores_gemma":[0.0003208924,0.0008974537,0.0139716,0.09776636,0.0004749047,0.001999505,0.009719779,0.002150196,0.0007426336,0.1746969,0.6968423,0.0004175695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002040012,0.4116089,0.008560549,0.5249264,0.0454654,0.0002652111,0.0005411,0.000292446,0.006300092],"genre_scores_gemma":[0.05503352,0.5821646,0.07052177,0.1831309,0.1038931,0.001250331,0.0008851609,0.0003862209,0.002734331],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07134084,"threshold_uncertainty_score":0.377291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2528685898","doi":"10.1513/annalsats.201605-364sr","title":"Anticoagulation Practices during Venovenous Extracorporeal Membrane Oxygenation for Respiratory Failure. A Systematic Review","year":2016,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":168,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Vancouver General Hospital; Regina General Hospital; Stollery Children's Hospital; University of British Columbia; University of Alberta; University of Saskatchewan; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Intensive care medicine; Acute respiratory failure; Oxygenation; Respiratory failure; Rescue therapy; Extracorporeal; Anesthesia; Internal medicine; Mechanical ventilation","authors":[{"name":"Michael C. Sklar","is_ca":true},{"name":"Eric Sy","is_ca":true},{"name":"Laurance Lequier","is_ca":true},{"name":"Eddy Fan","is_ca":true},{"name":"Hussein D. Kanji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1556583782357644,"gpt":0.4155675522155927,"spread":0.2599091739798283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008574611,0.001134293,0.006681952,0.006013292,0.0004505676,0.001930154,0.001225346,0.001403694,0.001998243],"category_scores_gemma":[0.03908247,0.0008594192,0.007886954,0.006838746,0.0006533773,0.001545463,0.0008492477,0.0008460835,0.0001653465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002648295,"about_ca_system_score_gemma":0.006835453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008574793,"about_ca_topic_score_gemma":0.02008768,"domain_scores_codex":[0.9915054,0.003050664,0.003389177,0.000667108,0.001201255,0.0001863958],"domain_scores_gemma":[0.971732,0.01791046,0.007925532,0.0003237324,0.001887475,0.0002208246],"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":[0.0002411682,0.00001370633,0.002121833,0.9471569,0.01890225,0.00009380094,0.0001488886,0.0001234287,0.0001193113,0.0001170265,0.0009752731,0.02998635],"study_design_scores_gemma":[0.0005991452,0.0003332012,0.01247005,0.8049049,0.1673645,0.0006584103,0.0002555451,0.0001662694,0.0002182315,0.0003282397,0.01264713,0.00005434755],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001170734,0.9981701,0.00007780312,0.0001257404,0.00004661742,0.0001128248,0.0001766517,0.000003376984,0.0001161305],"genre_scores_gemma":[0.02892223,0.969309,0.0006379569,0.0003952052,0.00008405092,0.0003859851,0.0002009165,0.00000402978,0.00006061027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008574793,"threshold_uncertainty_score":0.04534739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345746030","doi":"10.1513/annalsats.201511-782oc","title":"Resilience in Survivors of Critical Illness in the Context of the Survivors’ Experience and Recovery","year":2016,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":167,"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; Mount Sinai Hospital","funders":"National Institutes of Health; National Institute of Nursing Research; National Heart, Lung, and Blood Institute; University of Pennsylvania","keywords":"Medicine; Context (archaeology); Anxiety; Quality of life (healthcare); Depression (economics); Psychological resilience; Intensive care; Clinical psychology; Psychiatry; Gerontology; Psychology; Intensive care medicine; Nursing","authors":[{"name":"Jason H. Maley","is_ca":false},{"name":"Isabel Brewster","is_ca":false},{"name":"Iris Mayoral","is_ca":false},{"name":"Renata Siruckova","is_ca":false},{"name":"Sarah F. Adams","is_ca":false},{"name":"Kelley A. McGraw","is_ca":false},{"name":"Angela Piech","is_ca":false},{"name":"Michael E. Detsky","is_ca":true},{"name":"Mark E. Mikkelsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0521069705401126,"gpt":0.3859580032641515,"spread":0.3338510327240389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001440904,0.0002024738,0.0002640301,0.0009827052,0.001747591,0.001137796,0.0002929011,0.0003958677,0.001374596],"category_scores_gemma":[0.00631983,0.000129896,0.0001907151,0.0007854114,0.00253531,0.001841373,0.002914515,0.001005844,0.0000588782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007421,"about_ca_system_score_gemma":0.001170515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005216596,"about_ca_topic_score_gemma":0.009082985,"domain_scores_codex":[0.9990275,0.0005385512,0.00004480993,0.00005339743,0.0001011391,0.0002347328],"domain_scores_gemma":[0.9981091,0.0005708743,0.0005918229,0.00005917515,0.0002039891,0.0004650976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001953297,0.0001511219,0.5774434,0.000284755,0.0000541372,0.001908883,0.3878225,0.0002919674,0.001199924,0.002280903,0.00153322,0.02683389],"study_design_scores_gemma":[0.000004658689,0.0002458387,0.5241236,0.0002216151,0.00001711113,0.001082431,0.469762,0.0001794521,0.0002025081,0.001106262,0.003025846,0.0000286251],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961079,0.0005179103,0.0001290257,0.00185886,0.00001554127,0.00001931577,0.00004868476,0.000002317966,0.001300407],"genre_scores_gemma":[0.9995502,0.0002251236,0.00004300487,0.00007562252,0.000007031904,0.00001200306,0.00001663857,6.164212e-7,0.000069735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005216596,"threshold_uncertainty_score":0.01037246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953722605","doi":"10.1513/annalsats.201812-910oc","title":"Epidemiology, Mechanical Power, and 3-Year Outcomes in Acute Respiratory Distress Syndrome Patients Using Standardized Screening. An Observational Cohort Study","year":2019,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; ARDS; Mechanical ventilation; Prospective cohort study; Epidemiology; Incidence (geometry); Population; Cohort study; Fraction of inspired oxygen; Intensive care medicine; Emergency medicine; Observational study; Cohort; Internal medicine; Lung","authors":[{"name":"Ken Kuljit S. Parhar","is_ca":false},{"name":"Karolina Zjadewicz","is_ca":false},{"name":"Andrea Soo","is_ca":false},{"name":"Alan Sutton","is_ca":false},{"name":"Margaret Zjadewicz","is_ca":true},{"name":"Lauren Doig","is_ca":false},{"name":"Calvin Lam","is_ca":false},{"name":"André Ferland","is_ca":false},{"name":"Daniel J. Niven","is_ca":true},{"name":"Kirsten M. Fiest","is_ca":true},{"name":"Henry T. Stelfox","is_ca":true},{"name":"Christopher J. Doig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1885267864637121,"gpt":0.4534929329357948,"spread":0.2649661464720828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002854808,0.0006151203,0.000557359,0.001579365,0.0006892955,0.0008942795,0.0006173725,0.0006203906,0.0006964991],"category_scores_gemma":[0.005508736,0.0006794652,0.001077294,0.002223724,0.0005195187,0.0009035195,0.0008958149,0.0007560934,0.000213591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006169645,"about_ca_system_score_gemma":0.001250466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01133076,"about_ca_topic_score_gemma":0.008872726,"domain_scores_codex":[0.9974676,0.00102473,0.0003078804,0.0004460129,0.0004645033,0.0002893704],"domain_scores_gemma":[0.9950772,0.0006156153,0.00238625,0.0007061824,0.0005491429,0.0006657306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001255189,0.00007351111,0.9992318,0.000005126911,0.00007374564,0.00002854458,0.00004663142,0.0000245299,0.00005355724,0.000007279835,0.00004264949,0.0002872672],"study_design_scores_gemma":[0.00006028565,0.0004327786,0.9985876,0.000007133435,0.0000638012,0.0001675042,0.0001703209,0.000318525,0.00005563056,0.00001994084,0.0001079038,0.000008607281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989837,0.0000717167,0.0002009356,0.00001861816,0.000005048737,0.00005753006,0.000545817,0.000003083469,0.0001134726],"genre_scores_gemma":[0.9982494,0.00006647269,0.000288382,0.00003363808,0.00001336768,0.00009056248,0.001194139,0.000002155133,0.00006205403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01133076,"threshold_uncertainty_score":0.0225296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908399705","doi":"10.1513/annalsats.201809-644oc","title":"YouTube Videos as a Source of Misinformation on Idiopathic Pulmonary Fibrosis","year":2019,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":163,"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 of Calgary; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Credibility; Idiopathic pulmonary fibrosis; Misinformation; Audience measurement; Information overload; MEDLINE; Advertising; Internal medicine; Computer science; World Wide Web","authors":[{"name":"G.C. Goobie","is_ca":false},{"name":"Sabina A. Guler","is_ca":true},{"name":"Kerri A. Johannson","is_ca":true},{"name":"Jolene H. Fisher","is_ca":true},{"name":"Christopher J. Ryerson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03288578426119754,"gpt":0.3408049832557573,"spread":0.3079191989945598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00291354,0.0003013441,0.0002794581,0.003046417,0.0005080379,0.001600963,0.0002821182,0.0004687818,0.004247074],"category_scores_gemma":[0.02961299,0.0001121392,0.0001889941,0.001747941,0.0003709914,0.001563611,0.001263568,0.0003390326,0.0004793957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009164783,"about_ca_system_score_gemma":0.0006942304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007552998,"about_ca_topic_score_gemma":0.01460126,"domain_scores_codex":[0.9973688,0.001307486,0.0002672936,0.0001362378,0.0007457539,0.0001744452],"domain_scores_gemma":[0.9679615,0.02050534,0.006406296,0.0005682739,0.003816952,0.0007415066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001750524,0.0002956802,0.6280214,0.004981101,0.0002554629,0.002550156,0.03342305,0.0006627223,0.004721637,0.002054542,0.03980244,0.2814813],"study_design_scores_gemma":[0.00009951996,0.0007645586,0.8811728,0.00492661,0.0002857135,0.002607587,0.03433924,0.005267765,0.003511932,0.001302414,0.06557631,0.000145589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617267,0.00404947,0.002293555,0.002313299,0.0001841667,0.0008429358,0.00861632,0.0001378083,0.01983589],"genre_scores_gemma":[0.9862549,0.002011228,0.003466591,0.0005834504,0.0001738773,0.0004937792,0.003898848,0.00004207093,0.00307521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007552998,"threshold_uncertainty_score":0.01540846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038568752","doi":"10.1513/annalsats.201409-413oc","title":"Pneumonia Risk with Inhaled Fluticasone Furoate and Vilanterol Compared with Vilanterol Alone in Patients with COPD","year":2014,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"BioClinica","keywords":"Medicine; COPD; Fluticasone propionate; Pneumonia; Fluticasone; Internal medicine; Asthma","authors":[{"name":"Courtney Crim","is_ca":false},{"name":"Mark T. Dransfield","is_ca":false},{"name":"Jean Bourbeau","is_ca":true},{"name":"Paul Jones","is_ca":false},{"name":"Nicola A. Hanania","is_ca":false},{"name":"Donald A. Mahler","is_ca":false},{"name":"Jørgen Vestbo","is_ca":false},{"name":"Andrew Wachtel","is_ca":false},{"name":"Fernando J. Martínez","is_ca":false},{"name":"Frank Barnhart","is_ca":false},{"name":"Sally Lettis","is_ca":false},{"name":"Peter M.A. Calverley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02473221877479062,"gpt":0.3210318410920998,"spread":0.2962996223173092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003456493,0.0005946712,0.002108358,0.0003229515,0.0001934995,0.0007009595,0.0004207605,0.001145943,0.001449902],"category_scores_gemma":[0.004506039,0.0003171808,0.002067216,0.0002671451,0.0004682259,0.0004049186,0.0003897274,0.0009723851,0.0002552333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683818,"about_ca_system_score_gemma":0.0004712033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001662986,"about_ca_topic_score_gemma":0.0003267443,"domain_scores_codex":[0.9979892,0.001163923,0.0002252815,0.0002604752,0.0002752786,0.00008584999],"domain_scores_gemma":[0.9969065,0.001588919,0.0008546436,0.0001474035,0.0001089701,0.0003935233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8906441,0.003533704,0.04737854,0.001767645,0.003608858,0.00007983992,0.00007148837,0.0006027418,0.009761285,0.00005859738,0.0003264823,0.04216673],"study_design_scores_gemma":[0.2036722,0.5923953,0.1895199,0.0002419095,0.006502907,0.0003539423,0.00006898576,0.001752107,0.00390749,0.0002002557,0.001330832,0.000054208],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903532,0.008115239,0.0001887838,0.0001532053,0.0001251848,0.0003863033,0.0001547719,0.00001031414,0.0005130233],"genre_scores_gemma":[0.9970645,0.001382473,0.0005821924,0.0001629212,0.0002023092,0.0002607367,0.0001446994,0.000001590044,0.0001984958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003456493,"threshold_uncertainty_score":0.01827985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141478764","doi":"10.1513/annalsats.201403-125oc","title":"Identification of Five Chronic Obstructive Pulmonary Disease Subgroups with Different Prognoses in the ECLIPSE Cohort Using Cluster Analysis","year":2015,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"National Institute for Health and Care Research; GlaxoSmithKline","keywords":"Medicine; Pulmonary disease; Cohort; Internal medicine; Cluster (spacecraft); Eclipse; Cohort study","authors":[{"name":"Stephen I. Rennard","is_ca":false},{"name":"Nicholas Locantore","is_ca":false},{"name":"Bruno Delafont","is_ca":false},{"name":"Ruth Tal‐Singer","is_ca":false},{"name":"Edwin K. Silverman","is_ca":false},{"name":"Jørgen Vestbo","is_ca":false},{"name":"Bruce E. Miller","is_ca":false},{"name":"Per Bakke","is_ca":false},{"name":"Bartolomé R. Celli","is_ca":false},{"name":"Peter M.A. Calverley","is_ca":false},{"name":"Harvey O. Coxson","is_ca":true},{"name":"Courtney Crim","is_ca":false},{"name":"Lisa Edwards","is_ca":false},{"name":"David A. Lomas","is_ca":false},{"name":"William MacNee","is_ca":false},{"name":"Emiel F.�M. Wouters","is_ca":false},{"name":"Julie Yates","is_ca":false},{"name":"Ignacio Coca","is_ca":false},{"name":"Àlvar Agustí","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0646449846612052,"gpt":0.383571769699939,"spread":0.3189267850387338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001643989,0.0004066167,0.0005226065,0.001569296,0.0005945247,0.0007901742,0.0004055869,0.0004138487,0.0008024334],"category_scores_gemma":[0.00313896,0.0002164375,0.0008853788,0.0007980107,0.0002670298,0.0003469885,0.001343547,0.0003585908,0.0001518431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006874134,"about_ca_system_score_gemma":0.0008295169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304382,"about_ca_topic_score_gemma":0.0132871,"domain_scores_codex":[0.9994181,0.0001247444,0.00005193998,0.0001726902,0.0001070533,0.0001254345],"domain_scores_gemma":[0.9988652,0.0002755754,0.0002714863,0.0001900895,0.0001774617,0.0002201981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001027302,0.00003866167,0.9954898,0.000009534728,0.00006624399,0.00008085673,0.0001710275,0.0002601747,0.0005497149,0.0000613597,0.0001919709,0.002053428],"study_design_scores_gemma":[0.00003665477,0.0001191571,0.9974061,0.000009065902,0.00005729794,0.0001288192,0.0003287545,0.001361903,0.0001855416,0.0001031998,0.0002542832,0.00000913753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989832,0.00004235426,0.000350497,0.00002202872,0.000003033232,0.00002825853,0.0003951552,0.000005949063,0.0001696408],"genre_scores_gemma":[0.9980147,0.00002607313,0.0006339034,0.000009186825,0.000004007273,0.00003291422,0.001113874,0.000005868448,0.0001593951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304382,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2562538460","doi":"10.1513/annalsats.201610-792oc","title":"Long-Term Outcomes and Health Care Utilization after Prolonged Mechanical Ventilation","year":2017,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"West Park Healthcare Centre; St. Michael's Hospital; Toronto East General Hospital; University of Toronto; Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Mechanical ventilation; Interquartile range; Confidence interval; Odds ratio; Intensive care unit; Emergency medicine; Population; Cohort; Ventilation (architecture); Cohort study; Intensive care medicine; Internal medicine; Environmental health","authors":[{"name":"Andrea D. Hill","is_ca":true},{"name":"Robert Fowler","is_ca":true},{"name":"Karen E. A. Burns","is_ca":true},{"name":"Louise Rose","is_ca":true},{"name":"Ruxandra Pinto","is_ca":true},{"name":"Damon C. Scales","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2011183885115591,"gpt":0.4742372239886389,"spread":0.2731188354770797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008083712,0.0002718071,0.0003088606,0.0008960838,0.0004559502,0.0008416878,0.000612589,0.0005635169,0.0008666703],"category_scores_gemma":[0.003815193,0.00013365,0.0004665393,0.001654766,0.0007497147,0.0005131109,0.0007571385,0.0007316609,0.00008882578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00229589,"about_ca_system_score_gemma":0.001865864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1148505,"about_ca_topic_score_gemma":0.158951,"domain_scores_codex":[0.9992411,0.0001222783,0.0001059438,0.00012762,0.0002083592,0.0001947589],"domain_scores_gemma":[0.994101,0.0004863364,0.003903103,0.0001445007,0.0005268473,0.0008381397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002542359,0.00001164295,0.999162,0.00002077145,0.00004299653,0.00003451249,0.00002834448,0.00004244652,0.00003402957,0.00001511706,0.00006368678,0.0005190296],"study_design_scores_gemma":[0.00000141513,0.00002248667,0.9997229,0.00001796648,0.000008908331,0.00004653454,0.00003971047,0.00006067038,0.000009813802,0.0000134053,0.00005433113,0.000001796308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949006,0.001781775,0.00009637261,0.0003220998,0.00000987134,0.00001528173,0.002345706,0.000003283818,0.0005248788],"genre_scores_gemma":[0.9981476,0.0004175104,0.00005331195,0.00005888677,0.00001763314,0.000009104957,0.001247876,7.622025e-7,0.00004735824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1148505,"threshold_uncertainty_score":0.228364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162681613","doi":"10.1513/annalsats.201408-393oc","title":"A Systematic Review of Factors Associated with Health-Related Quality of Life in Adolescents and Adults with Cystic Fibrosis","year":2015,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia; Institute of Population and Public Health","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Quality of life (healthcare); Cystic fibrosis; Life expectancy; Exacerbation; Gerontology; Body mass index; Population; Socioeconomic status; Internal medicine; Psychological intervention; Psychiatry; Environmental health","authors":[{"name":"Al‐Rahim Habib","is_ca":true},{"name":"Jamil Manji","is_ca":false},{"name":"Pearce Wilcox","is_ca":true},{"name":"Amin R. Javer","is_ca":false},{"name":"Jane A. Buxton","is_ca":true},{"name":"Bradley S. Quon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1494127276101856,"gpt":0.4583738927988746,"spread":0.3089611651886891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00914701,0.001558534,0.008982343,0.01722784,0.0007738888,0.002829153,0.001823086,0.001956173,0.004557615],"category_scores_gemma":[0.0471534,0.001071191,0.006516261,0.01808585,0.001100249,0.002777587,0.001481493,0.001079368,0.0003112731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004716544,"about_ca_system_score_gemma":0.01452574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01103374,"about_ca_topic_score_gemma":0.03305997,"domain_scores_codex":[0.9886039,0.003536533,0.005262707,0.0007358964,0.001588012,0.0002728467],"domain_scores_gemma":[0.9579342,0.029939,0.008316019,0.0003826766,0.003052511,0.0003755635],"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":[0.0001082505,0.0000114575,0.001603131,0.9739615,0.005422851,0.0001278135,0.0002249989,0.00005184349,0.00008786169,0.0001096812,0.0006877497,0.01760283],"study_design_scores_gemma":[0.0001657444,0.0002028891,0.01040784,0.9265557,0.0496922,0.0004936495,0.0004562443,0.00005638025,0.0001054689,0.0001806573,0.0116519,0.00003139593],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002139973,0.9961947,0.0001032998,0.0002137706,0.00008057587,0.000365256,0.0006131366,0.000004852937,0.000284329],"genre_scores_gemma":[0.02232278,0.9748117,0.0007675685,0.0005193535,0.00008061166,0.0009632728,0.0004088441,0.000004284756,0.0001216128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01722784,"threshold_uncertainty_score":0.04837453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109021660","doi":"10.1513/annalsats.201504-208oc","title":"Effects of Bronchial Thermoplasty on Airway Smooth Muscle and Collagen Deposition in Asthma","year":2015,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Fonds de Recherche du Québec - Santé","keywords":"Bronchial thermoplasty; Medicine; Biopsy; Asthma; Airway; Bronchoscopy; Surgery; Urology; Radiology; Internal medicine; Airway resistance","authors":[{"name":"Jamila Chakir","is_ca":true},{"name":"Ikhlass Haj-Salem","is_ca":true},{"name":"Delphine Gras","is_ca":false},{"name":"Philippe Joubert","is_ca":true},{"name":"Eve‐Léa Beaudoin","is_ca":true},{"name":"Sabrina Biardel","is_ca":true},{"name":"Noël Lampron","is_ca":true},{"name":"Simon Martel","is_ca":true},{"name":"Pascal Chanez","is_ca":false},{"name":"Louis‐Philippe Boulet","is_ca":true},{"name":"Michel Laviolette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03592044226198251,"gpt":0.3454767092093793,"spread":0.3095562669473968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003305691,0.0001521475,0.0002536164,0.0001230223,0.0001675289,0.0001384408,0.0001122145,0.0002719951,0.001067338],"category_scores_gemma":[0.0005034565,0.0001036951,0.0002430203,0.00007685973,0.0002633726,0.0001047575,0.0001471417,0.0003686747,0.0001453085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531741,"about_ca_system_score_gemma":0.0001004535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003329228,"about_ca_topic_score_gemma":0.0008970521,"domain_scores_codex":[0.9998281,0.00007238355,0.00001023088,0.00002005202,0.00003734766,0.00003192108],"domain_scores_gemma":[0.9996232,0.000124035,0.0001275111,0.00002266713,0.00001907366,0.00008348133],"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":[0.01201306,0.001247379,0.3157077,0.0002811459,0.0002313903,0.0009747861,0.0001996918,0.0006190518,0.6197681,0.00003610947,0.000292317,0.04862908],"study_design_scores_gemma":[0.0001370544,0.009939465,0.9699719,0.00001662542,0.00009868789,0.001241647,0.00009459782,0.0003534975,0.01778889,0.00001339407,0.0003392024,0.000005087375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988552,0.000941056,0.00003950263,0.00002149155,0.000003522524,0.000004421894,0.000009574062,0.000003170436,0.0001220827],"genre_scores_gemma":[0.9993681,0.0003024898,0.0001556306,0.00002968059,0.00001243036,0.000006376522,0.00002772742,0.000001680999,0.00009586258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001067338,"threshold_uncertainty_score":0.003570616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766389771","doi":"10.1513/annalsats.201704-338ot","title":"Higher PEEP versus Lower PEEP Strategies for Patients with 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":136,"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; McMaster University; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; ARDS; Mechanical ventilation; Positive end-expiratory pressure; Ventilation (architecture); Anesthesia; Randomized controlled trial; Respiratory distress; Meta-analysis; Internal medicine; Lung","authors":[{"name":"Allan J. Walkey","is_ca":false},{"name":"Lorenzo Del Sorbo","is_ca":true},{"name":"Carol Hodgson","is_ca":false},{"name":"Neill K. J. Adhikari","is_ca":true},{"name":"Hannah Wunsch","is_ca":false},{"name":"Maureen O. Meade","is_ca":true},{"name":"Elizabeth Uleryk","is_ca":true},{"name":"Dean Hess","is_ca":false},{"name":"Daniel Talmor","is_ca":false},{"name":"Bruce Thompson","is_ca":false},{"name":"Roy G. Brower","is_ca":false},{"name":"Eddy Fan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.291862218453557,"gpt":0.4748098468608115,"spread":0.1829476284072544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01072792,0.002788877,0.02077595,0.004379941,0.000553541,0.002909932,0.001865329,0.002165643,0.003013745],"category_scores_gemma":[0.02350127,0.001491129,0.03286597,0.004688635,0.0008607527,0.001665376,0.00109533,0.001988065,0.0002539902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640256,"about_ca_system_score_gemma":0.002400771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006758522,"about_ca_topic_score_gemma":0.01148552,"domain_scores_codex":[0.9911409,0.004555142,0.002341289,0.0009681731,0.0007491079,0.0002454384],"domain_scores_gemma":[0.9848086,0.01142124,0.002501976,0.0003303972,0.0007264746,0.0002113982],"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":[0.004991469,0.00004163991,0.002233521,0.3645885,0.6185724,0.00008258141,0.00004888473,0.0004721611,0.0001957576,0.0001234797,0.000374692,0.008274918],"study_design_scores_gemma":[0.00239563,0.0003847216,0.002500318,0.01820849,0.9750432,0.000068494,0.00002772001,0.0002107266,0.0001195788,0.0001747123,0.0008467585,0.00001963112],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007647794,0.9905736,0.0004017696,0.0001669188,0.0001649164,0.0003826494,0.000412832,0.00002631746,0.0002233218],"genre_scores_gemma":[0.3230495,0.6693444,0.002868653,0.001328871,0.0003467821,0.001838453,0.0007876321,0.00003947696,0.0003961442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02077595,"threshold_uncertainty_score":0.0567354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2402307408","doi":"10.1513/annalsats.201509-578oc","title":"Structural and Functional Lung Impairment in Adult Survivors of Bronchopulmonary Dysplasia","year":2016,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Bronchopulmonary dysplasia; Gestational age; Odds ratio; Spirometry; Birth weight; Wheeze; Confidence interval; Pediatrics; Internal medicine; Pregnancy; Asthma","authors":[{"name":"S. Caskey","is_ca":true},{"name":"Aisling Gough","is_ca":true},{"name":"Stephen Rowan","is_ca":true},{"name":"Scott Gillespie","is_ca":false},{"name":"Jim Clarke","is_ca":false},{"name":"M. Riley","is_ca":false},{"name":"Jacqui Megarry","is_ca":false},{"name":"Paul Nicholls","is_ca":false},{"name":"C. C. Patterson","is_ca":false},{"name":"Henry L. Halliday","is_ca":false},{"name":"Michael D. Shields","is_ca":true},{"name":"Lorcan McGarvey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06992266297077,"gpt":0.4121396293703513,"spread":0.3422169663995813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003358902,0.0002592079,0.0002212241,0.0005770103,0.0002294581,0.0002407925,0.0001429343,0.0003511374,0.0009146733],"category_scores_gemma":[0.001214289,0.0001221306,0.0001585311,0.0002850292,0.0002301803,0.000235544,0.0002608238,0.0002700911,0.0001259745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137925,"about_ca_system_score_gemma":0.0001437976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500592,"about_ca_topic_score_gemma":0.002037847,"domain_scores_codex":[0.9998616,0.00003378282,0.00001978756,0.00002880403,0.00002948226,0.0000265621],"domain_scores_gemma":[0.9993525,0.00008699025,0.0003086647,0.00002056861,0.00005491133,0.0001763847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009176152,0.00001582973,0.9984893,0.00000789252,0.000009271899,0.0001143315,0.00004526028,0.00001170646,0.0003274709,0.000003319889,0.00001912503,0.0008647468],"study_design_scores_gemma":[0.000001608781,0.0001721798,0.9991546,0.00000312566,0.000005768234,0.0004814027,0.00008838158,0.00002702113,0.00003821093,0.000004180139,0.0000227808,7.343767e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997165,0.0001252193,0.00002856973,0.00000916782,0.000001592946,0.000003314733,0.00004429238,0.000001092066,0.0000702638],"genre_scores_gemma":[0.9996957,0.0000788783,0.00004337899,0.00001122069,0.000004866602,0.000004043611,0.0001075013,3.92273e-7,0.00005409446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001500592,"threshold_uncertainty_score":0.003059864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2923399113","doi":"10.1513/annalsats.201807-481oc","title":"Idiopathic Pulmonary Fibrosis and Lung Cancer. A Systematic Review and Meta-analysis","year":2019,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Idiopathic pulmonary fibrosis; Confounding; Confidence interval; Meta-analysis; Internal medicine; Incidence (geometry); Relative risk; Cohort study; Rate ratio; Cancer; Lung","authors":[{"name":"Stacey-Ann Whittaker Brown","is_ca":false},{"name":"Molly Dobelle","is_ca":false},{"name":"María L. Padilla","is_ca":false},{"name":"Mariangela Agovino","is_ca":false},{"name":"Juan P. Wisnivesky","is_ca":false},{"name":"Dana Hashim","is_ca":false},{"name":"Paolo Boffetta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1454043464534917,"gpt":0.4478118826464302,"spread":0.3024075361929386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01295501,0.002596151,0.0180369,0.009615862,0.0006860753,0.002979246,0.002113767,0.001986666,0.003979738],"category_scores_gemma":[0.02799666,0.001510018,0.029618,0.009544815,0.0006911303,0.001791074,0.001239513,0.001773847,0.0003098867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002680705,"about_ca_system_score_gemma":0.004092934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008882615,"about_ca_topic_score_gemma":0.01967763,"domain_scores_codex":[0.9907918,0.004657185,0.00230121,0.0009150658,0.001062451,0.0002724348],"domain_scores_gemma":[0.9817965,0.01370923,0.002660554,0.000399231,0.00120777,0.0002266923],"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":[0.0008025167,0.00002561745,0.003486793,0.5104672,0.472452,0.000142044,0.00006037761,0.0005304916,0.0001208442,0.0001731406,0.0007584115,0.0109804],"study_design_scores_gemma":[0.0004329723,0.0001964103,0.004438823,0.05298496,0.9384721,0.0001660556,0.00004776662,0.0002683609,0.00008191197,0.0003299138,0.002550889,0.00002983859],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001528385,0.9972366,0.0002947042,0.0001275031,0.00009414626,0.0002222814,0.0003700756,0.00001286018,0.0001133716],"genre_scores_gemma":[0.07566287,0.9193702,0.002114698,0.0005793931,0.0002612212,0.001103374,0.0006621112,0.00001951917,0.0002264563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0180369,"threshold_uncertainty_score":0.06851345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139268830","doi":"10.1513/annalsats.201403-100bc","title":"Mechanical Ventilation during Extracorporeal Membrane Oxygenation. An International Survey","year":2014,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":123,"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; Mount Sinai Hospital","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Mechanical ventilation; Weaning; Ventilation (architecture); Positive end-expiratory pressure; Emergency medicine; Life support; Extracorporeal; Anesthesia; Intensive care medicine; Surgery; Internal medicine","authors":[{"name":"Jonathan D. Marhong","is_ca":true},{"name":"Teagan Telesnicki","is_ca":true},{"name":"Laveena Munshi","is_ca":true},{"name":"Lorenzo Del Sorbo","is_ca":true},{"name":"Michael E. Detsky","is_ca":true},{"name":"Eddy Fan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07457067252138598,"gpt":0.3454767027520503,"spread":0.2709060302306643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002518222,0.0003269871,0.0002601944,0.001212292,0.0002261589,0.0006042861,0.0003211094,0.0005495041,0.001415313],"category_scores_gemma":[0.005837929,0.0003136134,0.0003243412,0.002232339,0.0004506909,0.001028342,0.0007799987,0.0005131919,0.0004001796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003051028,"about_ca_system_score_gemma":0.0003996253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948738,"about_ca_topic_score_gemma":0.001268881,"domain_scores_codex":[0.9978731,0.0009445585,0.0004284962,0.0002682816,0.0002712976,0.0002143052],"domain_scores_gemma":[0.9907638,0.001407159,0.005913571,0.0003198102,0.0007015868,0.0008941214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002053804,0.00003807064,0.9973678,0.00004440204,0.00001808315,0.00002111921,0.0003984345,0.00002776391,0.0001326817,0.00001324807,0.0002233943,0.001694522],"study_design_scores_gemma":[0.000004142853,0.00008676805,0.9982849,0.00002064226,0.000006921114,0.0001081522,0.0008940492,0.00009393958,0.00005712828,0.000005716313,0.0004345964,0.000002941902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949329,0.0003884209,0.0002363246,0.0003291874,0.0000105689,0.00009585044,0.002149038,0.00001051873,0.001847146],"genre_scores_gemma":[0.9977488,0.0003073645,0.0002461863,0.0003287038,0.00001709357,0.00008505238,0.001092704,0.000003405835,0.0001707289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002518222,"threshold_uncertainty_score":0.01331776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2577276535","doi":"10.1513/annalsats.201612-993cme","title":"Liberation from Mechanical Ventilation in Critically Ill Adults. An Official ATS/ACCP Clinical Practice Guideline","year":2017,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":123,"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":"","keywords":"Medicine; Guideline; Critically ill; Mechanical ventilation; Clinical Practice; Intensive care medicine; Critical illness; Physical therapy; Anesthesia; Pathology","authors":[{"name":"Eddy Fan","is_ca":true},{"name":"Bishoy Zakhary","is_ca":false},{"name":"André Carlos Kajdacsy-Balla Amaral","is_ca":true},{"name":"Jessica B. McCannon","is_ca":false},{"name":"Timothy D. Girard","is_ca":false},{"name":"Peter E. Morris","is_ca":false},{"name":"Jonathon D. Truwit","is_ca":false},{"name":"Kevin C. Wilson","is_ca":false},{"name":"Carey C. Thomson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1141255371018411,"gpt":0.4905127092390614,"spread":0.3763871721372203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00196927,0.0008993196,0.001382574,0.001160069,0.0009189625,0.001343059,0.002099415,0.003730377,0.003085877],"category_scores_gemma":[0.009064413,0.0004047343,0.002420861,0.0007875961,0.0005013205,0.001010331,0.0008918484,0.006872439,0.002668246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934331,"about_ca_system_score_gemma":0.005497077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077349,"about_ca_topic_score_gemma":0.03479779,"domain_scores_codex":[0.9979842,0.0003581139,0.000813131,0.0001204143,0.0006015957,0.0001224879],"domain_scores_gemma":[0.9959895,0.0009888988,0.001217463,0.00005012966,0.001291904,0.0004621207],"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":[0.0001589868,0.0001851569,0.003444067,0.004888125,0.0002001212,0.0006772721,0.0001764669,0.0004748388,0.0005790467,0.002003235,0.7308415,0.2563713],"study_design_scores_gemma":[0.001625096,0.0003852544,0.03440866,0.0689061,0.0009503586,0.004838947,0.000437028,0.001966498,0.001537421,0.006554339,0.8782297,0.0001606361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.006924165,0.6322055,0.008692161,0.2487518,0.01966601,0.00143431,0.009455853,0.0006034769,0.07226671],"genre_scores_gemma":[0.06892591,0.6945904,0.04720312,0.1270879,0.0176633,0.004178805,0.0200304,0.000224354,0.02009577],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01077349,"threshold_uncertainty_score":0.02142155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1874133486","doi":"10.1513/annalsats.201501-021fr","title":"Multiple-Breath Washout as a Lung Function Test in Cystic Fibrosis. A Cystic Fibrosis Foundation Workshop Report","year":2015,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":122,"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":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Cystic fibrosis; Intensive care medicine; Lung function; Clinical trial; Lung disease; Pulmonary function testing; Pediatrics; Lung; Pathology; Internal medicine","authors":[{"name":"Padmaja Subbarao","is_ca":true},{"name":"Carlos Milla","is_ca":false},{"name":"Paul Aurora","is_ca":false},{"name":"Jane C. Davies","is_ca":false},{"name":"Stephanie D. Davis","is_ca":false},{"name":"Graham L. Hall","is_ca":false},{"name":"Sonya L. Heltshe","is_ca":false},{"name":"Philipp Latzin","is_ca":false},{"name":"Anders Lindblad","is_ca":false},{"name":"Jessica E. Pittman","is_ca":false},{"name":"Paul D. Robinson","is_ca":false},{"name":"Margaret Rosenfeld","is_ca":false},{"name":"Florian Singer","is_ca":false},{"name":"Timothy D. Starner","is_ca":false},{"name":"Félix Ratjen","is_ca":true},{"name":"Wayne J. Morgan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07296305712952444,"gpt":0.4140900742082586,"spread":0.3411270170787342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01693911,0.001364365,0.0006171403,0.001135494,0.001261267,0.001753628,0.001515709,0.007418482,0.003096444],"category_scores_gemma":[0.01314297,0.0004449942,0.001172199,0.0003723105,0.0006406207,0.001937239,0.002599171,0.007225669,0.002162384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178021,"about_ca_system_score_gemma":0.006186007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005777518,"about_ca_topic_score_gemma":0.01012239,"domain_scores_codex":[0.994615,0.001552356,0.0006425456,0.0005830746,0.001994536,0.0006124825],"domain_scores_gemma":[0.988782,0.002132785,0.0007069545,0.0002507521,0.005556925,0.002570481],"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":[0.0003446585,0.0004373965,0.004337821,0.0005406883,0.00004210842,0.00105342,0.0003104669,0.0001436311,0.001586301,0.0008157666,0.8259209,0.1644668],"study_design_scores_gemma":[0.0002504816,0.001014955,0.01724548,0.003070772,0.0001239974,0.001444124,0.0004906848,0.0005415564,0.002308273,0.001736807,0.9716752,0.00009756251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01070685,0.07039133,0.005428437,0.7206932,0.1597331,0.002452525,0.001589718,0.0002092846,0.02879561],"genre_scores_gemma":[0.1328452,0.1291646,0.02329424,0.3712821,0.1843595,0.004626317,0.006274333,0.0003608232,0.1477928],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01693911,"threshold_uncertainty_score":0.08958369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151797541","doi":"10.1513/annalsats.201307-246ot","title":"Global Health Care of the Critically Ill in Low-Resource Settings","year":2013,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine","authors":[{"name":"Srinivas Murthy","is_ca":true},{"name":"Neill K. J. Adhikari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05446571368783595,"gpt":0.4031394740916711,"spread":0.3486737604038351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001575938,0.000536916,0.0003549216,0.0008784395,0.001068241,0.002098419,0.0007242979,0.002063496,0.01366779],"category_scores_gemma":[0.003374773,0.0001074232,0.000301557,0.00129392,0.001600546,0.001513905,0.003551233,0.001691232,0.001257797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002076049,"about_ca_system_score_gemma":0.00615759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009928443,"about_ca_topic_score_gemma":0.01071355,"domain_scores_codex":[0.999086,0.0005075205,0.0000463677,0.00005283317,0.00009388533,0.0002134972],"domain_scores_gemma":[0.998274,0.0002734591,0.0002869053,0.00008936835,0.0002796568,0.000796683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001627328,0.0002209545,0.1377674,0.003089302,0.0002655021,0.001707344,0.003753467,0.001958546,0.003323628,0.06655098,0.4732892,0.3079109],"study_design_scores_gemma":[0.00009980561,0.0003814759,0.2571149,0.004767823,0.0001048389,0.0008986405,0.009914635,0.0008525278,0.0005853753,0.04890941,0.6762861,0.00008458123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04931986,0.07148501,0.00195442,0.7758795,0.005336163,0.0001178375,0.002204953,0.0001792135,0.09352299],"genre_scores_gemma":[0.6900914,0.1355896,0.004957022,0.1371229,0.006919207,0.0003682648,0.003084162,0.0001093093,0.02175819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01366779,"threshold_uncertainty_score":0.04572332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2749127765","doi":"10.1513/annalsats.201704-337ot","title":"Low Tidal Volume versus Non–Volume-Limited Strategies for Patients with 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":121,"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; McMaster University; University Health Network; Toronto General Hospital; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Meta-analysis; Tidal volume; Confidence interval; Mechanical ventilation; Randomized controlled trial; ARDS; Clinical trial; Internal medicine; Intensive care medicine; Respiratory system; Lung","authors":[{"name":"Allan J. Walkey","is_ca":false},{"name":"Ewan C. Goligher","is_ca":true},{"name":"Lorenzo Del Sorbo","is_ca":true},{"name":"Carol Hodgson","is_ca":false},{"name":"Neill K. J. Adhikari","is_ca":true},{"name":"Hannah Wunsch","is_ca":true},{"name":"Maureen O. Meade","is_ca":true},{"name":"Elizabeth Uleryk","is_ca":true},{"name":"Dean Hess","is_ca":false},{"name":"Daniel Talmor","is_ca":false},{"name":"Bruce Thompson","is_ca":false},{"name":"Roy G. Brower","is_ca":false},{"name":"Eddy Fan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2108683451789388,"gpt":0.4457406929505814,"spread":0.2348723477716426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0127814,0.003180291,0.02394892,0.005365548,0.0005516722,0.00344896,0.001805915,0.002360226,0.002984865],"category_scores_gemma":[0.02682976,0.00151777,0.03882381,0.004687677,0.0008332855,0.001798676,0.00116538,0.002062958,0.0002632642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00306806,"about_ca_system_score_gemma":0.003108329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007072405,"about_ca_topic_score_gemma":0.01215191,"domain_scores_codex":[0.9911874,0.004507307,0.002338106,0.000795695,0.0009325664,0.0002390253],"domain_scores_gemma":[0.9878611,0.008575886,0.002323086,0.0003090646,0.0007404443,0.0001903454],"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":[0.003264114,0.00003825291,0.001416039,0.4061028,0.5771464,0.00007699428,0.00005413268,0.0004516644,0.0001806532,0.0001498502,0.0004044292,0.01071471],"study_design_scores_gemma":[0.001589816,0.0003593112,0.001862373,0.02523587,0.969341,0.00005480166,0.00003193256,0.0002274995,0.0001178353,0.0002037413,0.0009556491,0.00002021597],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004546938,0.9936817,0.0004487426,0.0001629065,0.0001854237,0.0004717363,0.0002849445,0.00002467051,0.0001929521],"genre_scores_gemma":[0.2094566,0.7834961,0.00295201,0.001014402,0.0003258419,0.001808631,0.0005431991,0.00003313945,0.0003699678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02394892,"threshold_uncertainty_score":0.0675953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605017716","doi":"10.1513/annalsats.201610-788fr","title":"Cardiopulmonary Exercise Testing in Pulmonary Hypertension","year":2017,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pulmonary hypertension; Dynamic hyperinflation; Exercise intolerance; Cardiology; Internal medicine; Intensive care medicine; Physical therapy; Lung; Heart failure; Lung volumes","authors":[{"name":"Jason Weatherald","is_ca":true},{"name":"Stefania Farina","is_ca":false},{"name":"Noemi Bruno","is_ca":false},{"name":"Pierantonio Laveneziana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3921221926253626,"gpt":0.4836176497164398,"spread":0.0914954570910772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009998502,0.001021474,0.001753797,0.003111748,0.0002355381,0.001123232,0.0009157914,0.001252937,0.003344273],"category_scores_gemma":[0.001909138,0.0002425069,0.0008702376,0.002186497,0.0006300387,0.0008680521,0.0006054481,0.002314246,0.001044734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979571,"about_ca_system_score_gemma":0.0008848959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410415,"about_ca_topic_score_gemma":0.001994006,"domain_scores_codex":[0.9993879,0.0001623841,0.0001137617,0.00007751638,0.0002198264,0.00003867369],"domain_scores_gemma":[0.9987333,0.0007431917,0.0002141206,0.00002853603,0.0002285953,0.00005222784],"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":[0.000161354,0.0001231617,0.001829353,0.03350338,0.0003803216,0.0004841386,0.00007887604,0.0002962124,0.001050774,0.001634735,0.02870727,0.9317505],"study_design_scores_gemma":[0.000230126,0.0005462748,0.02471745,0.05985751,0.001485392,0.01632005,0.0004042315,0.0006774017,0.001903783,0.007058159,0.8867006,0.0000990788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001857182,0.9986754,0.00008726439,0.0002069439,0.0001861094,0.000007104054,0.00001902968,0.000005184002,0.0006271147],"genre_scores_gemma":[0.004527749,0.9939808,0.0002484941,0.000331868,0.0003581177,0.00001845967,0.00006166529,0.000002234599,0.0004705894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003344273,"threshold_uncertainty_score":0.01118767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116428585","doi":"10.1513/annalsats.201410-460bc","title":"American Thoracic Society Member Survey on Climate Change and Health","year":2014,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; York University; George Mason University","keywords":"Medicine; Climate change; Public health; Health care; Family medicine; Environmental health; Nursing; Economic growth","authors":[{"name":"Mona Sarfaty","is_ca":false},{"name":"Brittany Bloodhart","is_ca":false},{"name":"Gary Ewart","is_ca":false},{"name":"George D. Thurston","is_ca":false},{"name":"John R. Balmes","is_ca":false},{"name":"Tee L. Guidotti","is_ca":false},{"name":"Edward Maibach","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3386417426859429,"gpt":0.4693004620719197,"spread":0.1306587193859768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001620257,0.0003205363,0.0003744226,0.001350402,0.0003546468,0.0005068412,0.0005045355,0.0006085919,0.006649177],"category_scores_gemma":[0.004138417,0.0001913457,0.0003821609,0.003384999,0.0001508125,0.0006189768,0.0005531278,0.0009558749,0.002156253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009069355,"about_ca_system_score_gemma":0.001414115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.026594,"about_ca_topic_score_gemma":0.02708679,"domain_scores_codex":[0.9986289,0.0004459123,0.0002491466,0.0001158255,0.0004103736,0.000149975],"domain_scores_gemma":[0.9946738,0.0007030356,0.001640596,0.0002174039,0.001788463,0.0009766511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001210677,0.0001805659,0.7405818,0.0004981185,0.0001609057,0.00009887495,0.0005316796,0.0003205465,0.0004184536,0.0003763135,0.2399344,0.01677742],"study_design_scores_gemma":[0.00002594393,0.00007407681,0.9617507,0.0001179614,0.00003126381,0.0001084684,0.0005141457,0.0003710119,0.00006368767,0.00009125039,0.03683887,0.00001266501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3710465,0.002807198,0.002403105,0.006220531,0.001144536,0.002549001,0.5367561,0.0005191294,0.07655378],"genre_scores_gemma":[0.6296073,0.006662023,0.003555536,0.004068735,0.0009823864,0.005570547,0.3272167,0.00009982684,0.02223684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.026594,"threshold_uncertainty_score":0.05287844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899006180","doi":"10.1513/annalsats.201802-136oc","title":"Cardiovascular Outcomes and All-Cause Mortality in Patients with Obstructive Sleep Apnea and Chronic Obstructive Pulmonary Disease (Overlap Syndrome)","year":2018,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Hospital; University of British Columbia; University of Toronto; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; COPD; Hypoxemia; Obstructive sleep apnea; Heart failure; Continuous positive airway pressure; Cardiology; Myocardial infarction; Sleep apnea; Internal medicine; Positive airway pressure; Hypopnea; Proportional hazards model; Apnea–hypopnea index; Polysomnography; Apnea","authors":[{"name":"Tetyana Kendzerska","is_ca":true},{"name":"Richard Leung","is_ca":true},{"name":"Shawn D. Aaron","is_ca":true},{"name":"Najib Ayas","is_ca":true},{"name":"Jacqueline S. Sandoz","is_ca":true},{"name":"Andrea S. Gershon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04394222088123578,"gpt":0.3540936501741629,"spread":0.3101514292929271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009430076,0.0003214442,0.0005132006,0.0006873354,0.0004277179,0.0005219451,0.0003976994,0.0004955014,0.001034696],"category_scores_gemma":[0.002520602,0.000246242,0.0007158704,0.001288908,0.0003394194,0.0003600576,0.0008003688,0.0006762285,0.00008862602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004234415,"about_ca_system_score_gemma":0.00068262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199361,"about_ca_topic_score_gemma":0.01463063,"domain_scores_codex":[0.9990637,0.0003192865,0.0001033441,0.0001949451,0.0001963596,0.0001223401],"domain_scores_gemma":[0.9976587,0.0004743063,0.0009628547,0.0001679726,0.0002198189,0.0005163299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645182,0.00001733379,0.9990639,0.00001422795,0.00008671056,0.00003400015,0.00001557618,0.00003367821,0.0001022252,0.00001380032,0.00002645322,0.0004274862],"study_design_scores_gemma":[0.000008209302,0.00004566884,0.9994448,0.000005344106,0.00004612427,0.0001356863,0.00004302815,0.0001753857,0.00002363541,0.00002690515,0.00004373076,0.000001510061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986365,0.0005565486,0.00007422806,0.00007277889,0.000006439996,0.000006758829,0.0003466325,0.000001985285,0.0002980834],"genre_scores_gemma":[0.9995202,0.00008480236,0.00006540375,0.00001664437,0.00001760244,0.000005616927,0.0002569994,5.540024e-7,0.00003213971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01199361,"threshold_uncertainty_score":0.02384764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2473625043","doi":"10.1513/annalsats.201603-194fr","title":"Microbial Biofilms in Pulmonary and Critical Care Diseases","year":2016,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; National Institutes of Health; Cystic Fibrosis Canada; Burroughs Wellcome Fund","keywords":"Medicine; Biofilm; Intensive care medicine; Microbiology; MEDLINE; Bacteria","authors":[{"name":"Andrée-Anne Boisvert","is_ca":false},{"name":"Matthew P. Cheng","is_ca":true},{"name":"Don Sheppard","is_ca":true},{"name":"Dao Nguyen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0575695943040274,"gpt":0.3946662650358876,"spread":0.3370966707318602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008305455,0.0009110208,0.00133641,0.003089827,0.0004922748,0.00125023,0.0009830222,0.001800603,0.005452245],"category_scores_gemma":[0.001222165,0.0002645202,0.0005051396,0.00235413,0.0006507585,0.001755276,0.001128103,0.002321815,0.003005521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007112686,"about_ca_system_score_gemma":0.001708798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239282,"about_ca_topic_score_gemma":0.002354,"domain_scores_codex":[0.9996754,0.000051594,0.00004445366,0.00004242655,0.0001554417,0.00003076966],"domain_scores_gemma":[0.9993697,0.0002167866,0.00008081371,0.00001709437,0.0002124951,0.0001030918],"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":[0.00004679691,0.00005952996,0.0002739156,0.01184296,0.00005308846,0.0002577461,0.00009159576,0.0001794244,0.0006920192,0.003929608,0.0531597,0.9294137],"study_design_scores_gemma":[0.00001038134,0.0000584645,0.0008180046,0.004058726,0.00005636891,0.001561254,0.00006416386,0.00004875337,0.0001280531,0.002039246,0.9911413,0.00001526353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004448674,0.9984758,0.00005344455,0.0003620855,0.0003331428,0.000003030969,0.000007362435,0.000004307054,0.0007164159],"genre_scores_gemma":[0.0004921469,0.9982886,0.00009555706,0.0002005178,0.0003787952,0.000003933863,0.0000160948,9.146204e-7,0.0005234545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005452245,"threshold_uncertainty_score":0.01823956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804608419","doi":"10.1513/annalsats.201801-067oc","title":"Heterogeneity in Unclassifiable Interstitial Lung Disease. A Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"University of California, San Francisco","keywords":"Interstitial lung disease; Medicine; MEDLINE; Systematic review; Meta-analysis; Disease; Population; Intensive care medicine; Internal medicine; Lung; Pathology","authors":[{"name":"Sabina A. Guler","is_ca":true},{"name":"Kina Ellison","is_ca":true},{"name":"Mohmmed Algamdi","is_ca":true},{"name":"Harold R. Collard","is_ca":false},{"name":"Christopher J. Ryerson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1881845561513548,"gpt":0.4590053713046885,"spread":0.2708208151533337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03673766,0.003059317,0.0190559,0.01516527,0.0007673904,0.004273738,0.002855217,0.003105053,0.003165875],"category_scores_gemma":[0.07580203,0.001811472,0.0389489,0.01254809,0.001217818,0.002738398,0.001813362,0.001859898,0.0003612794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148265,"about_ca_system_score_gemma":0.004574079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005455744,"about_ca_topic_score_gemma":0.01030488,"domain_scores_codex":[0.9633904,0.01970775,0.009566856,0.00325454,0.003405362,0.0006751249],"domain_scores_gemma":[0.9465041,0.04074999,0.008466527,0.001683455,0.002219364,0.0003764812],"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":[0.001010137,0.00002208492,0.007815119,0.3447107,0.6357685,0.0001988483,0.00009647899,0.0006540606,0.0001688042,0.0002483248,0.00059045,0.008716484],"study_design_scores_gemma":[0.0005792942,0.000215737,0.00601797,0.0399308,0.9498093,0.0002049012,0.00006684654,0.0004536825,0.0001272325,0.0006969396,0.00185854,0.000038831],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002989876,0.9939842,0.001106607,0.0002801449,0.0001788569,0.000617279,0.0005962635,0.00002532804,0.000221586],"genre_scores_gemma":[0.2673252,0.712833,0.009686488,0.001854337,0.0006453333,0.005498453,0.001678738,0.00005653295,0.0004219383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03673766,"threshold_uncertainty_score":0.1942897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890199186","doi":"10.1513/annalsats.201806-362oc","title":"Does Systemic Sclerosis–Associated Interstitial Lung Disease Burn Out? Specific Phenotypes of Disease Progression","year":2018,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia; Providence Health Care","funders":"","keywords":"Medicine; DLCO; Interstitial lung disease; Vital capacity; Internal medicine; Diffusing capacity; Pulmonary function testing; Cohort; Confidence interval; Lung; Lung function","authors":[{"name":"Sabina A. Guler","is_ca":false},{"name":"Tiffany A. Winstone","is_ca":false},{"name":"Darra Murphy","is_ca":false},{"name":"Cameron Hague","is_ca":false},{"name":"Jeanette Soon","is_ca":false},{"name":"Nada Sulaiman","is_ca":false},{"name":"Kathy H. Li","is_ca":true},{"name":"James V. Dunne","is_ca":false},{"name":"Pearce Wilcox","is_ca":false},{"name":"Christopher J. Ryerson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07020059896622578,"gpt":0.3714772204128626,"spread":0.3012766214466368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006185039,0.0003505365,0.0008732158,0.0008234226,0.0002372323,0.001152206,0.0005483344,0.0007503208,0.001606907],"category_scores_gemma":[0.01286335,0.0001905383,0.0006818209,0.0009097569,0.000945857,0.001039225,0.0005613458,0.0009105804,0.000227811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022565,"about_ca_system_score_gemma":0.0002922286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049698,"about_ca_topic_score_gemma":0.001126321,"domain_scores_codex":[0.9976698,0.001293367,0.0001790799,0.0004964038,0.0002373041,0.0001240637],"domain_scores_gemma":[0.9900134,0.00467638,0.002988405,0.001042882,0.0007248098,0.0005542479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006752728,0.00001459665,0.9922912,0.00005991261,0.0001738422,0.0001043788,0.00008594034,0.0002165385,0.0003031084,0.00008861226,0.0001370881,0.005849489],"study_design_scores_gemma":[0.00001935739,0.0002435495,0.9959589,0.00004783021,0.0001247639,0.0007012873,0.0002107564,0.001779948,0.000149492,0.0005157452,0.0002367587,0.00001164983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948193,0.002301012,0.001068767,0.0005791111,0.00003359255,0.00002410509,0.0003142057,0.00002072174,0.000839183],"genre_scores_gemma":[0.9993584,0.0002095977,0.0001202152,0.00008576674,0.00005073763,0.000004267005,0.0001166749,0.000002821706,0.00005155276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006185039,"threshold_uncertainty_score":0.03271002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022113560","doi":"10.1513/annalsats.201308-254oc","title":"Interventions to Reduce Rehospitalizations after Chronic Obstructive Pulmonary Disease Exacerbations. A Systematic Review","year":2014,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Psychological intervention; COPD; Exacerbation; Medicaid; MEDLINE; Randomized controlled trial; Pulmonary disease; Emergency medicine; Intensive care medicine; Physical therapy; Internal medicine; Pediatrics; Health care","authors":[{"name":"Valentin Prieto-Centurion","is_ca":false},{"name":"Michael Markos","is_ca":false},{"name":"Norma I. Ramey","is_ca":false},{"name":"Hélène A. Gussin","is_ca":false},{"name":"Sharmilee M. Nyenhuis","is_ca":false},{"name":"Min J. Joo","is_ca":false},{"name":"Bharati Prasad","is_ca":false},{"name":"Nina Bracken","is_ca":false},{"name":"Robert J. DiDomenico","is_ca":false},{"name":"Patrick O. Godwin","is_ca":false},{"name":"Howard Jaffe","is_ca":false},{"name":"Ravi Kalhan","is_ca":false},{"name":"A. Simon Pickard","is_ca":false},{"name":"Barry R. Pittendrigh","is_ca":false},{"name":"Bruce R. Schatz","is_ca":false},{"name":"Jamie L. Sullivan","is_ca":false},{"name":"Byron Thomashow","is_ca":false},{"name":"Mark V. Williams","is_ca":false},{"name":"Jerry A. Krishnan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08509323818403847,"gpt":0.4474199821866837,"spread":0.3623267440026452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007724496,0.001782864,0.009409624,0.009042595,0.0006435359,0.002716575,0.001569908,0.002307255,0.004967913],"category_scores_gemma":[0.03076634,0.00125801,0.007219655,0.007222318,0.0009545803,0.002028017,0.001074002,0.001293101,0.0003910565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003509602,"about_ca_system_score_gemma":0.008551706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009217676,"about_ca_topic_score_gemma":0.02411944,"domain_scores_codex":[0.9927753,0.002667901,0.002494472,0.0006143804,0.001255106,0.0001929291],"domain_scores_gemma":[0.9862958,0.008500737,0.003642889,0.0001961994,0.001107936,0.0002565537],"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":[0.0002087982,0.00001981524,0.0004846037,0.9755175,0.007643164,0.00005098947,0.00007145863,0.00006734295,0.0000970799,0.0000959509,0.0007094529,0.01503379],"study_design_scores_gemma":[0.001252274,0.0004719499,0.005011262,0.8924797,0.08882531,0.000302564,0.0001999747,0.0001687233,0.0001816633,0.0002513004,0.01081599,0.0000393648],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001257403,0.9954242,0.0001674472,0.0002626317,0.0001458561,0.001947854,0.0004701131,0.00001280494,0.0003117074],"genre_scores_gemma":[0.02776492,0.9653805,0.001705867,0.0009178291,0.0001342726,0.003549152,0.0003119539,0.000006311294,0.000229291],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009409624,"threshold_uncertainty_score":0.04085153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070658891","doi":"10.1513/annalsats.201408-395oc","title":"<i>Burkholderia</i> Species Infections in Patients with Cystic Fibrosis in British Columbia, Canada. 30 Years’ Experience","year":2014,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Paul's Hospital; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Burkholderia cenocepacia; Burkholderia cepacia complex; Epidemiology; Burkholderia; Medicine; Microbiology; Cystic fibrosis; Biology; Immunology; Internal medicine; Bacteria; Genetics","authors":[{"name":"James E. A. Zlosnik","is_ca":false},{"name":"Guohai Zhou","is_ca":true},{"name":"Rollin Brant","is_ca":true},{"name":"Deborah A. Henry","is_ca":false},{"name":"Trevor J. Hird","is_ca":false},{"name":"Eshwar Mahenthiralingam","is_ca":false},{"name":"Mark Chilvers","is_ca":true},{"name":"Pearce Wilcox","is_ca":true},{"name":"David P. Speert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02289575335954737,"gpt":0.3158950574218132,"spread":0.2929993040622659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334177,0.0004572756,0.0002194456,0.0007162706,0.002191073,0.0007063591,0.00067906,0.0005961884,0.001694836],"category_scores_gemma":[0.0009222896,0.0003168251,0.0002404798,0.001130999,0.0007882302,0.0003429837,0.0009614854,0.0006067774,0.0003905298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008202828,"about_ca_system_score_gemma":0.01091683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9110548,"about_ca_topic_score_gemma":0.94824,"domain_scores_codex":[0.9995165,0.00005428764,0.00003323155,0.00005413585,0.0001173374,0.0002244729],"domain_scores_gemma":[0.9987959,0.00005523749,0.000138395,0.00002162601,0.0003497318,0.0006391722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157456,0.0001055717,0.9778214,0.00008192917,0.00002320041,0.003529582,0.001269032,0.0001262179,0.0006954555,0.00003871282,0.001761574,0.01443167],"study_design_scores_gemma":[0.00002273915,0.0002262836,0.9888692,0.0001041897,0.00002736855,0.003516656,0.003517989,0.0002811955,0.0001924226,0.00003770436,0.003182142,0.00002225498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907988,0.002202499,0.0001211123,0.0008704468,0.00003602363,0.00009635028,0.0005064616,0.00001677741,0.005351502],"genre_scores_gemma":[0.9957873,0.001577891,0.0002103354,0.0005485773,0.00002619358,0.00001545277,0.0004215049,0.00000655944,0.001406095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08894521,"threshold_uncertainty_score":0.178938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790685536","doi":"10.1513/annalsats.201705-410oc","title":"International Practice Variation in Weaning Critically Ill Adults from Invasive Mechanical Ventilation","year":2018,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; St. Michael's Hospital; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Mechanical ventilation; Critically ill; Weaning; Intensive care medicine; Ventilator weaning; Critical illness; Emergency medicine; Anesthesia; Internal medicine","authors":[{"name":"Karen E. A. Burns","is_ca":true},{"name":"Stavroula Raptis","is_ca":true},{"name":"Rosane Nisenbaum","is_ca":true},{"name":"Leena Rizvi","is_ca":true},{"name":"Andrew Jones","is_ca":false},{"name":"Jyoti Bakshi","is_ca":true},{"name":"Wylie Tan","is_ca":true},{"name":"Aleksander Meret","is_ca":false},{"name":"François Lellouche","is_ca":true},{"name":"Scott K. Epstein","is_ca":false},{"name":"David Gattas","is_ca":false},{"name":"Farhad Kapadia","is_ca":false},{"name":"Jesús Villar","is_ca":true},{"name":"Laurent Brochard","is_ca":true},{"name":"Martin Lessard","is_ca":true},{"name":"Maureen O. Meade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06502472165740199,"gpt":0.4030611315218793,"spread":0.3380364098644774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08767012,0.0003999549,0.001044138,0.002995236,0.0003671934,0.001752615,0.001313693,0.0008491886,0.001406113],"category_scores_gemma":[0.2023296,0.0003485043,0.00147557,0.005356249,0.00204489,0.001255012,0.0017683,0.0007378011,0.0001408949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062191,"about_ca_system_score_gemma":0.001321338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004700864,"about_ca_topic_score_gemma":0.005745998,"domain_scores_codex":[0.8950643,0.07154611,0.01664468,0.009365278,0.006676777,0.0007028726],"domain_scores_gemma":[0.6799889,0.2137219,0.08160498,0.01374929,0.00943494,0.001499917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006783503,0.00005926678,0.9465641,0.003868398,0.007730833,0.00007043401,0.002136037,0.0008975379,0.0001635028,0.0009008772,0.001555571,0.03537501],"study_design_scores_gemma":[0.0001586008,0.0003952496,0.9832736,0.002859724,0.003739141,0.0004483675,0.001651405,0.001178602,0.0002852926,0.001569689,0.004392087,0.00004824281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8382175,0.1247983,0.01509304,0.007076025,0.0004070309,0.001038472,0.003169821,0.0001013874,0.01009842],"genre_scores_gemma":[0.9881794,0.005718494,0.003772936,0.0009725069,0.0001343499,0.0002817698,0.0008137744,0.00002117401,0.0001057008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08767012,"threshold_uncertainty_score":0.4636495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2968409227","doi":"10.1513/annalsats.201903-190oc","title":"Polysomnographic Endotyping to Select Patients with Obstructive Sleep Apnea for Oral Appliances","year":2019,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Polysomnography; Oral appliance; Obstructive sleep apnea; Confidence interval; Arousal; Body mass index; Internal medicine; Apnea; Apnea–hypopnea index; Sleep apnea; Anesthesia","authors":[{"name":"Ahmad A. Bamagoos","is_ca":false},{"name":"Peter A. Cistulli","is_ca":false},{"name":"Kate Sutherland","is_ca":false},{"name":"Melanie Madronio","is_ca":false},{"name":"Danny J. Eckert","is_ca":false},{"name":"Lauren B. Hess","is_ca":false},{"name":"Bradley A. Edwards","is_ca":true},{"name":"Andrew Wellman","is_ca":false},{"name":"Scott A. Sands","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04633908872038679,"gpt":0.3749849527570882,"spread":0.3286458640367014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000511477,0.0005255921,0.000466643,0.0005957644,0.0003039238,0.0003532129,0.0001855048,0.0004186678,0.001185437],"category_scores_gemma":[0.001573723,0.0001125478,0.0004289074,0.0003470034,0.0001780257,0.0002980701,0.000245227,0.0003903027,0.0002268484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145971,"about_ca_system_score_gemma":0.0002125008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010068,"about_ca_topic_score_gemma":0.001986432,"domain_scores_codex":[0.9997725,0.00007106966,0.00004189692,0.00004608715,0.00003899469,0.00002946625],"domain_scores_gemma":[0.9992036,0.0002555111,0.0002462189,0.00004518631,0.00008806518,0.000161478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002726474,0.00004822509,0.9957931,0.00001030973,0.00003064672,0.00007669483,0.00003551097,0.0001071863,0.0007616839,0.00001253,0.0001099262,0.00274165],"study_design_scores_gemma":[0.00001785223,0.0002794784,0.9974256,0.000007234385,0.00002310398,0.0001812082,0.0001063166,0.001542562,0.0002946575,0.00003520357,0.00008227861,0.000004476324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989666,0.0001141821,0.0002866726,0.00004435643,0.000009567436,0.00003067544,0.0001419257,0.00000655524,0.0003995202],"genre_scores_gemma":[0.9993567,0.00003408051,0.0002458559,0.00002912248,0.00001279115,0.00001974282,0.0002141818,0.000001653508,0.00008585621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001185437,"threshold_uncertainty_score":0.003965735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1938466749","doi":"10.1513/annalsats.201501-064oc","title":"Diffuse Lung Disease in Biopsied Children 2 to 18 Years of Age. Application of the chILD Classification Scheme","year":2015,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":104,"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":"National Center for Research Resources; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Crackles; Interstitial lung disease; Tachypnea; Lung biopsy; Cohort; Lung; Pediatrics; Classification scheme; Bronchiolitis; Biopsy; Internal medicine; Respiratory system","authors":[{"name":"Leland L. Fan","is_ca":false},{"name":"Megan K. Dishop","is_ca":false},{"name":"Csaba Galambos","is_ca":false},{"name":"Frederic B. Askin","is_ca":false},{"name":"Frances V. White","is_ca":false},{"name":"Claire Langston","is_ca":false},{"name":"Deborah R. Liptzin","is_ca":false},{"name":"Miranda Kroehl","is_ca":false},{"name":"Gail Deutsch","is_ca":false},{"name":"Lisa R. Young","is_ca":false},{"name":"Geoffrey Kurland","is_ca":false},{"name":"James S. Hagood","is_ca":false},{"name":"Sharon Dell","is_ca":true},{"name":"Bruce C. Trapnell","is_ca":false},{"name":"Robin R. Deterding","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05872943681839591,"gpt":0.3723959184600281,"spread":0.3136664816416321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001077133,0.0003727947,0.0002645708,0.00211036,0.0004446621,0.0003509265,0.0003340161,0.0003476526,0.001195721],"category_scores_gemma":[0.002032491,0.0001572421,0.0002645391,0.001147836,0.0004263647,0.0004621225,0.0005770557,0.0003191668,0.0001814207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388731,"about_ca_system_score_gemma":0.0005946842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003945626,"about_ca_topic_score_gemma":0.007673535,"domain_scores_codex":[0.9994711,0.000175323,0.00008761088,0.00008762717,0.00009941,0.00007905711],"domain_scores_gemma":[0.9985383,0.0002313905,0.0008440941,0.00005569437,0.0001184624,0.0002121361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002956939,0.000004306259,0.9988422,0.000008676976,0.000004092362,0.0001990341,0.00002992205,0.00003110093,0.0001310929,0.00001473385,0.0000628283,0.0006423967],"study_design_scores_gemma":[0.000005656103,0.00009709044,0.9961362,0.0000185844,0.000007708529,0.003003497,0.0001625681,0.0001984854,0.00006395823,0.00002292676,0.0002805154,0.000002835403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997247,0.0007420035,0.0004299692,0.00005140407,0.00001051183,0.00007633166,0.0006081145,0.000006864354,0.0008278658],"genre_scores_gemma":[0.9973865,0.0003048427,0.001198329,0.0000267172,0.00001697216,0.0000731455,0.0008829938,0.000003299645,0.000107136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003945626,"threshold_uncertainty_score":0.007845283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109964403","doi":"10.1513/annalsats.201312-438fr","title":"When Obesity and Chronic Obstructive Pulmonary Disease Collide. Physiological and Clinical Consequences","year":2014,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Pulmonary disease; Obesity; Intensive care medicine; Disease; Internal medicine","authors":[{"name":"Denis E. O’Donnell","is_ca":true},{"name":"Casey E. Ciavaglia","is_ca":true},{"name":"J. Alberto Neder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1498140656781498,"gpt":0.4629981590300946,"spread":0.3131840933519449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001802552,0.0004690317,0.0007809001,0.001336505,0.001519161,0.004121087,0.0004027867,0.003760312,0.01052021],"category_scores_gemma":[0.007794485,0.0003018852,0.0004674793,0.001667889,0.002054309,0.002475476,0.003245113,0.004029124,0.002624536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007016681,"about_ca_system_score_gemma":0.002138157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817353,"about_ca_topic_score_gemma":0.003973908,"domain_scores_codex":[0.9972985,0.0009608745,0.0002943212,0.0002937306,0.0007514285,0.000401002],"domain_scores_gemma":[0.995758,0.001558317,0.001076081,0.0002141616,0.0005171071,0.0008764495],"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":[0.0005816931,0.0002829563,0.1993518,0.002198376,0.0003126649,0.02278453,0.003169959,0.0001772069,0.001407058,0.03656094,0.2752776,0.4578953],"study_design_scores_gemma":[0.00006623018,0.0002658154,0.2283617,0.005411156,0.0002296744,0.05907309,0.006591164,0.0002541699,0.0003009579,0.03776612,0.6615394,0.0001405426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04551814,0.4531435,0.002380581,0.3550173,0.05065192,0.0000950523,0.0006321461,0.0001899918,0.09237131],"genre_scores_gemma":[0.4093578,0.2868896,0.003831993,0.1337392,0.1322956,0.0002811076,0.001138932,0.0001677262,0.03229799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01052021,"threshold_uncertainty_score":0.03519362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990681887","doi":"10.1513/annalsats.201904-347ot","title":"Nasal Nitric Oxide Measurement in Primary Ciliary Dyskinesia. A Technical Paper on Standardized Testing Protocols","year":2019,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":102,"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; McGill University Health Centre; University of Toronto; Montreal Children's Hospital","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Primary ciliary dyskinesia; Medicine; Nitric oxide; Ophthalmology; Internal medicine; Bronchiectasis; Lung","authors":[{"name":"Adam J. Shapiro","is_ca":true},{"name":"Sharon Dell","is_ca":true},{"name":"Benjamin Gaston","is_ca":false},{"name":"Michael G. O’Connor","is_ca":false},{"name":"Nadzeya Marozkina","is_ca":false},{"name":"Michele Manion","is_ca":false},{"name":"Milan J. Hazucha","is_ca":false},{"name":"Margaret W. Leigh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1201047286515587,"gpt":0.4261301011400434,"spread":0.3060253724884847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02521693,0.001461646,0.0008020866,0.002735014,0.001669492,0.001536011,0.002100709,0.003069123,0.007039452],"category_scores_gemma":[0.02436019,0.00154243,0.0009414111,0.001110833,0.001503927,0.001254291,0.001480488,0.002379611,0.00912471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007440971,"about_ca_system_score_gemma":0.003905996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160414,"about_ca_topic_score_gemma":0.002239884,"domain_scores_codex":[0.9753297,0.01172505,0.004530054,0.001762558,0.006115273,0.0005373447],"domain_scores_gemma":[0.9842882,0.004583499,0.001754185,0.003755021,0.005183298,0.0004357606],"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":[0.002091125,0.002229607,0.01926397,0.003177886,0.0001793467,0.002508572,0.0009764008,0.002373481,0.2043393,0.01266502,0.1866986,0.5634968],"study_design_scores_gemma":[0.0006556985,0.006458186,0.04750495,0.003751397,0.0002745253,0.008907177,0.000719372,0.008499311,0.2847489,0.008440688,0.6297081,0.0003316958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05510787,0.01654801,0.7597327,0.01532294,0.01424083,0.05701331,0.008202275,0.007170979,0.06666109],"genre_scores_gemma":[0.05400999,0.01319979,0.8142635,0.01035616,0.002138342,0.06190012,0.009021768,0.001010654,0.03409972],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02521693,"threshold_uncertainty_score":0.1333614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766778527","doi":"10.1513/annalsats.201704-340ot","title":"Lung Recruitment Maneuvers for Adult Patients with 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":102,"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; McMaster University; Mount Sinai Hospital; Health Sciences Centre; University of Toronto; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; ARDS; Meta-analysis; Mechanical ventilation; Randomized controlled trial; Relative risk; Intensive care medicine; Systematic review; Confidence interval; Clinical trial; Adverse effect; Guideline; Internal medicine; MEDLINE; Lung; Pathology","authors":[{"name":"Ewan C. Goligher","is_ca":true},{"name":"Carol Hodgson","is_ca":false},{"name":"Neill K. J. Adhikari","is_ca":true},{"name":"Maureen O. Meade","is_ca":true},{"name":"Hannah Wunsch","is_ca":true},{"name":"Elizabeth Uleryk","is_ca":true},{"name":"Ognjen Gajic","is_ca":false},{"name":"Marcelo B. P. Amato","is_ca":false},{"name":"Niall D. Ferguson","is_ca":true},{"name":"Gordon D. Rubenfeld","is_ca":true},{"name":"Eddy Fan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3450960372737839,"gpt":0.4901735026503563,"spread":0.1450774653765724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01260413,0.002861492,0.01973935,0.005752764,0.000583027,0.003041737,0.001943542,0.002722558,0.003261902],"category_scores_gemma":[0.03173788,0.001383283,0.03243249,0.006386423,0.0007619867,0.001973093,0.001163747,0.002004618,0.0002999282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002460503,"about_ca_system_score_gemma":0.003364991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006411568,"about_ca_topic_score_gemma":0.01220691,"domain_scores_codex":[0.9910513,0.0043306,0.002630764,0.000835492,0.0008882314,0.0002636182],"domain_scores_gemma":[0.9853352,0.01069014,0.002673927,0.0003090338,0.0008243267,0.0001673478],"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":[0.002303958,0.00003947745,0.002230361,0.6063509,0.3757165,0.00008845022,0.00006147246,0.0003959555,0.0001483545,0.0001241331,0.0005148676,0.01202548],"study_design_scores_gemma":[0.001604025,0.0004794518,0.003600276,0.06182765,0.9300194,0.0001087723,0.00005044785,0.0002528619,0.0001402933,0.0002193895,0.001666686,0.00003076105],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002923737,0.995797,0.0002360019,0.0001359904,0.0001197443,0.0003361539,0.0002749016,0.000015176,0.0001613264],"genre_scores_gemma":[0.1289172,0.8645706,0.002456088,0.001083218,0.0002898129,0.001819756,0.0005593058,0.00002278156,0.0002814326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01973935,"threshold_uncertainty_score":0.06665784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801157853","doi":"10.1513/annalsats.201802-121oc","title":"Association between Obstructive Sleep Apnea and Cardiovascular Risk Factors: Variation by Age, Sex, and Race. The Multi-Ethnic Study of Atherosclerosis","year":2018,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Sleep & Circadian Network","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; Fundação Lemann","keywords":"Medicine; Internal medicine; Blood pressure; Obstructive sleep apnea; White blood cell; Sleep apnea; Polysomnography; Triglyceride; Population; Body mass index; Cholesterol; Apnea","authors":[{"name":"Glaucylara Reis Geovanini","is_ca":true},{"name":"Rui Wang","is_ca":true},{"name":"Jia Weng","is_ca":true},{"name":"Nancy S. Jenny","is_ca":false},{"name":"Steven A. Shea","is_ca":false},{"name":"Matthew Allison","is_ca":false},{"name":"Peter Libby","is_ca":false},{"name":"Susan Redline","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08862784681103568,"gpt":0.3818151842844996,"spread":0.2931873374734639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001532745,0.0002889897,0.0003454952,0.0008010524,0.0004916464,0.0004907439,0.000365997,0.0003775483,0.001183927],"category_scores_gemma":[0.001853161,0.0002751414,0.000403197,0.001326747,0.0002539529,0.0003195854,0.0003971099,0.0004699816,0.0002202148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227544,"about_ca_system_score_gemma":0.0002317452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004494107,"about_ca_topic_score_gemma":0.005924317,"domain_scores_codex":[0.9990454,0.0003994171,0.0001237972,0.0001988109,0.0001626694,0.0000698519],"domain_scores_gemma":[0.9981301,0.0004728068,0.000752416,0.0002009567,0.0001784244,0.0002651497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001035669,0.00001955164,0.9982943,0.00001066276,0.000178677,0.00003232843,0.00006490233,0.00002021133,0.0003840935,0.00001475534,0.00007184836,0.0008051147],"study_design_scores_gemma":[0.000002560254,0.00002821813,0.9995692,0.000003005803,0.00002942811,0.00007136243,0.00005784847,0.00009197499,0.00003214058,0.0000135906,0.00009918991,0.000001598215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968421,0.001010849,0.0003467105,0.0000734906,0.0000210191,0.00001700238,0.001009637,0.000006011428,0.0006730384],"genre_scores_gemma":[0.9985587,0.0002254494,0.0003162645,0.00003815629,0.00002662176,0.00002144276,0.000559473,0.000004558275,0.0002492225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004494107,"threshold_uncertainty_score":0.008935869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}