{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":16,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":16,"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":"b924b507293a","filters":{"venue":"Respiratory Care Clinics"}},"results":[{"id":"W2010100945","doi":"10.1016/j.rcc.2004.10.001","title":"Do Guidelines Guide Pneumonia Practice? A Systematic Review of Interventions and Barriers to Best Practice in the Management of Community-acquired Pneumonia","year":2005,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Medicine; Guideline; Psychological intervention; Academic detailing; Quality management; Best practice; Audit; Outreach; Intervention (counseling); Nursing; Systematic review; Health care; MEDLINE; Service (business)","authors":[{"name":"Scot H. Simpson","is_ca":true},{"name":"Thomas J. Marrie","is_ca":false},{"name":"Sharmila Majumdar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.133075818815839,"gpt":0.5065858790425124,"spread":0.3735100602266734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009197867,0.0006991566,0.004332167,0.0006397089,0.0002671614,0.00005421082,0.0008807078,0.0004473107,0.00002176299],"category_scores_gemma":[0.02164184,0.0004853991,0.001445914,0.001514256,0.0002401747,0.0002420387,0.0004426887,0.001198536,0.00003945076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003391859,"about_ca_system_score_gemma":0.001050693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000296384,"about_ca_topic_score_gemma":0.00003582662,"domain_scores_codex":[0.9865755,0.005486462,0.006150025,0.0004996429,0.0009001667,0.0003881993],"domain_scores_gemma":[0.9877753,0.003543226,0.003580167,0.00267433,0.002051804,0.0003752193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000141479,0.0004692425,0.000007741909,0.8985532,0.001055349,0.0001196418,0.001017984,0.000002519879,0.000003050154,0.00009568755,0.0006269353,0.09803449],"study_design_scores_gemma":[0.0002430201,0.0006316776,0.000004639839,0.457235,0.01240776,0.0002171801,0.009356198,2.06146e-7,1.889213e-7,0.000001045764,0.5197073,0.0001958315],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006659253,0.9884452,0.00001366082,0.001267795,0.0002899566,0.007390558,0.0001543566,0.00003606584,0.002335767],"genre_scores_gemma":[0.00003725522,0.9876174,0.0006461586,0.01028162,0.0001213472,0.001074117,0.00003891275,0.00009505238,0.00008810173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5190803,"threshold_uncertainty_score":0.9997598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970400804","doi":"10.1016/s1078-5337(05)70020-4","title":"The surgical airway","year":2001,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Airway; Surgery; Subcutaneous emphysema; Tracheotomy; Larynx; Intubation; Laryngoscopy; Bronchoscopy; Pneumothorax","authors":[{"name":"Tina Granholm","is_ca":false},{"name":"Diana L. Farmer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1329258100568239,"gpt":0.4365711367705728,"spread":0.3036453267137489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006434824,0.0004476839,0.001638862,0.0001395055,0.0002354345,0.00008532257,0.0004020379,0.0005775777,0.0001519952],"category_scores_gemma":[0.0003587244,0.0002639261,0.001435669,0.0005084848,0.000156665,0.00003779725,0.0001755197,0.0008677979,0.0009410591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010135,"about_ca_system_score_gemma":0.0005678674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001703783,"about_ca_topic_score_gemma":0.00001228335,"domain_scores_codex":[0.9972476,0.0002676584,0.001054291,0.0005377603,0.0004577142,0.0004349414],"domain_scores_gemma":[0.9964709,0.001587927,0.0003619343,0.001182236,0.0001620599,0.00023498],"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":[0.00001573689,0.0000443765,0.0001601122,0.005943537,0.0001628273,0.0005564309,0.00001091857,5.877205e-8,7.166776e-10,0.000292612,0.02205607,0.9707573],"study_design_scores_gemma":[0.0005714673,0.0002627941,0.00001639787,0.005021824,0.001827743,0.00002520739,0.00007576491,1.184403e-7,7.485814e-8,0.000004889516,0.991923,0.0002706936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000100837,0.9595532,0.000001220385,0.00006529097,0.0009826679,0.001097125,0.0000195798,0.0001392595,0.03813155],"genre_scores_gemma":[0.000002442354,0.9945832,0.00001515637,0.0005282353,0.001762946,0.000175803,0.00008102773,0.0000963641,0.002754755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9704866,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013220792","doi":"10.1016/s1078-5337(05)70006-x","title":"Overview of high-frequency ventilation modes, clinical rationale, and gas transport mechanisms","year":2001,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CARE Canada; Cancer Care Ontario; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Ventilation (architecture); High-frequency ventilation; Mechanical ventilation; Internal medicine","authors":[{"name":"A. Slutsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2991882148031566,"gpt":0.5105039104947037,"spread":0.2113156956915471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003053123,0.0006771057,0.004041906,0.0005439108,0.0001332744,0.00001813557,0.0003893489,0.001512967,0.0002402433],"category_scores_gemma":[0.00115371,0.0006079818,0.001193042,0.0008721687,0.000332252,0.0001557538,0.0001186093,0.001822246,0.00007790602],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096064,"about_ca_system_score_gemma":0.006090994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002289601,"about_ca_topic_score_gemma":0.0000463351,"domain_scores_codex":[0.9917986,0.0009369661,0.004087547,0.001194334,0.001393214,0.0005893112],"domain_scores_gemma":[0.9942281,0.001240698,0.001411712,0.001363673,0.001000207,0.0007556562],"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":[0.0001455928,0.0001575566,0.0002315888,0.08767493,0.0001798266,0.0002390442,0.00001795448,5.095614e-7,0.000002521602,0.002661051,0.00006907511,0.9086204],"study_design_scores_gemma":[0.001483972,0.001205821,0.0003661558,0.01632967,0.001365419,0.00004616677,0.00002754852,0.000002776451,0.000006354792,0.0006079482,0.9781416,0.0004165336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003898268,0.9943129,0.0003111436,0.00003020088,0.0004903756,0.003521129,0.0004937841,0.00007463136,0.0003759577],"genre_scores_gemma":[0.00008098262,0.9958292,0.001579038,0.0007187289,0.0006051529,0.0002119829,0.0006753565,0.000176209,0.0001233839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9780726,"threshold_uncertainty_score":0.9997833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041150844","doi":"10.1016/j.rcc.2004.10.002","title":"The Effect of Malnutrition on Risk and Outcome of Community-acquired Pneumonia","year":2005,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Outcome (game theory); Malnutrition; Community-acquired pneumonia; Pneumonia; Intensive care medicine; Population; Environmental health; Internal medicine","authors":[{"name":"Mark Loeb","is_ca":true},{"name":"Katherine A. High","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07246581046127969,"gpt":0.4130801379984222,"spread":0.3406143275371425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00174205,0.0004240862,0.001889373,0.0002154835,0.0003940583,0.00005020532,0.0005387269,0.0004952138,0.000003866247],"category_scores_gemma":[0.0006975185,0.0002842669,0.0007626434,0.0002479343,0.0003063168,0.00006262703,0.0001402634,0.00100787,0.000009620756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279704,"about_ca_system_score_gemma":0.00002683776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000157735,"about_ca_topic_score_gemma":0.00002844959,"domain_scores_codex":[0.993575,0.004054542,0.001587537,0.0002462877,0.0003083965,0.000228272],"domain_scores_gemma":[0.9921942,0.00522694,0.001327747,0.001016807,0.0001477207,0.00008655099],"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":[0.0002435906,0.00007322346,0.002878674,0.02199152,0.00006375715,0.000001372009,0.0001274202,6.846123e-7,0.000001209828,0.000006331898,0.000255833,0.9743564],"study_design_scores_gemma":[0.001290148,0.002127853,0.0007262866,0.007438339,0.0009310174,0.000003680011,0.00005264523,5.665414e-7,0.000137009,0.00001849482,0.9870198,0.000254106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0274754,0.9699499,8.341751e-7,0.00003495631,0.0007193328,0.001176754,0.0004772362,0.00004306045,0.0001225016],"genre_scores_gemma":[0.009235742,0.9900152,0.00001220805,0.0001811438,0.0003274095,0.00005029987,0.00009456355,0.00007692424,0.000006516893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.986764,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024454987","doi":"10.1016/j.rcc.2004.10.007","title":"Tuberculosis: Still Overlooked as a Cause of Community-acquired Pneumonia?How Not to Miss it","year":2005,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Tuberculosis; Malaise; Community-acquired pneumonia; Pneumonia; Miliary tuberculosis; Mycobacterium tuberculosis; AIDS-Related Opportunistic Infections; Atypical pneumonia; Pediatrics; Dermatology; Human immunodeficiency virus (HIV); Internal medicine; Immunology; Pathology; Sida; Viral disease","authors":[{"name":"Dennis Kunimoto","is_ca":true},{"name":"Richard Long","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1959021739280012,"gpt":0.4797662160449294,"spread":0.2838640421169282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003175489,0.001103316,0.006456318,0.0008796917,0.0002167077,0.00004916409,0.001185355,0.001838738,0.0001972492],"category_scores_gemma":[0.01321348,0.0009350802,0.002152019,0.0009381018,0.0004082273,0.0001180297,0.0007383979,0.00280229,0.000703518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000956597,"about_ca_system_score_gemma":0.002802077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001806306,"about_ca_topic_score_gemma":0.0003066681,"domain_scores_codex":[0.9897122,0.004325422,0.002739348,0.0009146359,0.0010529,0.001255443],"domain_scores_gemma":[0.9889535,0.004032389,0.0009884912,0.003415669,0.001112503,0.001497408],"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":[0.0003217761,0.0004458691,0.0001588562,0.02957403,0.001549572,0.0002542371,0.001333831,0.000004654117,0.00006646162,0.00003860988,0.02516654,0.9410856],"study_design_scores_gemma":[0.001035778,0.00268832,0.0002380348,0.01228376,0.002371677,0.0001019844,0.001019404,0.000001955951,0.00002797886,0.00000416521,0.979541,0.0006859457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007126184,0.9853729,0.000003384188,0.002249358,0.0004516368,0.002843561,0.0006632018,0.0001423206,0.001147452],"genre_scores_gemma":[0.0009247969,0.9757337,0.00020539,0.0205108,0.001004733,0.0003151634,0.0003834459,0.000262527,0.00065943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9543744,"threshold_uncertainty_score":0.9994983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078454178","doi":"10.1016/s1078-5337(05)70005-8","title":"The history of high-frequency ventilation","year":2001,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; High-frequency ventilation; Ventilation (architecture); Respiratory failure; Intensive care medicine; Anesthesia; Mechanical ventilation","authors":[{"name":"D. Bohn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1087155795779855,"gpt":0.3827154705243249,"spread":0.2739998909463394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009084772,0.0005158416,0.002185446,0.0002583635,0.0001066773,0.0000145424,0.0004341722,0.00086879,0.0001991801],"category_scores_gemma":[0.0004283253,0.0003552551,0.001344722,0.0003522504,0.0002388263,0.00007017985,0.00009124898,0.0008570503,0.0001593006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426508,"about_ca_system_score_gemma":0.005519062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006794467,"about_ca_topic_score_gemma":0.00001203176,"domain_scores_codex":[0.9961051,0.0003067261,0.001974387,0.0005709939,0.0006362043,0.0004066066],"domain_scores_gemma":[0.9957319,0.0003836676,0.001496076,0.001606741,0.0005447955,0.0002367856],"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":[0.00003165822,0.00004690056,0.00006736413,0.009506523,0.0001669336,0.0001114871,0.00006107407,9.099393e-8,0.000005242421,0.000523977,0.005846449,0.9836323],"study_design_scores_gemma":[0.0004261857,0.0004935043,0.00001831741,0.004751156,0.001691118,0.00002284244,0.00007653495,1.202212e-7,0.000006797328,0.00005420417,0.9921671,0.0002920919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005116553,0.988825,0.0000379968,0.000005600774,0.005255009,0.00122486,0.00003673759,0.00007946301,0.004484207],"genre_scores_gemma":[0.00001559314,0.9942747,0.0001555233,0.000318978,0.0008866602,0.0001138029,0.0001623469,0.0001369752,0.003935362],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9863207,"threshold_uncertainty_score":0.99989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088000958","doi":"10.1016/j.rcc.2004.10.004","title":"Management of Community-acquired Pneumonia in the Emergency Room","year":2005,"lang":"en","type":"article","venue":"Respiratory Care Clinics","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Chest radiograph; Pneumonia; Community-acquired pneumonia; Intensive care medicine; Emergency department; Physical examination; Medical history; Context (archaeology); Emergency medicine; Population; Ambulatory care; Diabetes mellitus; Health care; Physical therapy; Radiography; Internal medicine; Surgery; Nursing","authors":[{"name":"Thomas J. Marrie","is_ca":true},{"name":"Sharmila Majumdar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05156457836418976,"gpt":0.3672101567547824,"spread":0.3156455783905927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008574321,0.0001777143,0.0003306438,0.000161729,0.0002051938,0.00000812821,0.0003222725,0.0001514314,0.00008002739],"category_scores_gemma":[0.00006468949,0.0001326613,0.0002257557,0.0005124174,0.00007402969,0.00007338319,0.00008936816,0.0004857882,0.00006654441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026656,"about_ca_system_score_gemma":0.00009144738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009675992,"about_ca_topic_score_gemma":0.0001172553,"domain_scores_codex":[0.9980006,0.0004726617,0.0007797594,0.0001600744,0.000330218,0.0002567462],"domain_scores_gemma":[0.9984878,0.0001210335,0.0001811925,0.0009630738,0.0001609648,0.00008599011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003151849,0.004748055,0.5934489,0.00294218,0.0006468626,0.0004771025,0.02586674,0.001011197,0.02881251,0.003910828,0.00554337,0.3322771],"study_design_scores_gemma":[0.001569771,0.0007648106,0.4860477,0.0001795724,0.0001856407,0.00001600367,0.01184356,0.00001828599,0.0005407738,0.00008061437,0.4985461,0.0002071419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828905,0.001275329,0.0000174812,0.0008262475,0.0003175211,0.0005022234,0.00001350302,0.00005061533,0.01410652],"genre_scores_gemma":[0.9962687,0.0002703867,0.00005740306,0.003006506,0.0001829184,0.00005595523,0.000009988658,0.00002516946,0.0001229416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4930027,"threshold_uncertainty_score":0.540977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036008089","doi":"10.1016/s1078-5337(05)70029-0","title":"Aerosols and devices","year":2001,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Aerosol; Drug delivery; Drug; Intensive care medicine; Nanotechnology; Pharmacology; Meteorology; Materials science","authors":[{"name":"Myrna Dolovich","is_ca":true},{"name":"Jordan N. Fink","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1081379771856055,"gpt":0.4195497123082544,"spread":0.3114117351226489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004071817,0.0005807827,0.002282878,0.0003157606,0.0001654376,0.00006384042,0.0001774118,0.001039786,0.0001602797],"category_scores_gemma":[0.0002342157,0.0004501763,0.0007387641,0.0004472321,0.0001809871,0.00008101776,0.0001299324,0.0009468365,0.0004440044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831681,"about_ca_system_score_gemma":0.001196395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001024164,"about_ca_topic_score_gemma":0.000005809114,"domain_scores_codex":[0.9969963,0.0002814378,0.001241689,0.0007222684,0.0003903569,0.0003679517],"domain_scores_gemma":[0.9976237,0.0003302931,0.0005577035,0.0007632461,0.0003438051,0.0003812164],"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":[0.00001118982,0.00003627634,0.0002526132,0.02173235,0.0001331757,0.0002545161,0.00005503481,1.212536e-7,2.288051e-7,0.0000240119,0.001395596,0.9761049],"study_design_scores_gemma":[0.0005239994,0.0002412809,0.00001657949,0.01049227,0.001439932,0.0001090809,0.0001385742,6.003311e-7,0.000001107751,8.768502e-7,0.9866089,0.000426775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001543305,0.9909551,0.000004967071,0.00001128668,0.0006199468,0.001080277,0.0000484248,0.0001479497,0.006977713],"genre_scores_gemma":[0.00001175425,0.9947452,0.0000893203,0.002977014,0.001178067,0.00005784451,0.00009715554,0.0001261798,0.000717481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9852133,"threshold_uncertainty_score":0.999795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009335448","doi":"10.1016/j.rcc.2005.02.011","title":"Basic Principles of Control of Breathing","year":2005,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Ventilation (architecture); Control of respiration; Medicine; Breathing; Controller (irrigation); Neuroscience; Respiratory system; Relay; Anesthesia; Psychology; Biology; Engineering; Internal medicine","authors":[{"name":"S. J. CORNE","is_ca":true},{"name":"Zoheir Bshouty","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1710042001586335,"gpt":0.405277967040213,"spread":0.2342737668815795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007604421,0.0004606947,0.002119109,0.0004244047,0.0001191825,0.00004229703,0.001126558,0.0004294272,0.00006610298],"category_scores_gemma":[0.003414194,0.0003890219,0.001039237,0.0006821732,0.0004784419,0.0001881817,0.0001611703,0.0006144044,0.0000685024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009851238,"about_ca_system_score_gemma":0.001163571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.493038e-7,"about_ca_topic_score_gemma":0.000002315758,"domain_scores_codex":[0.9950131,0.0008471676,0.002114225,0.0008586135,0.000796108,0.0003707732],"domain_scores_gemma":[0.9947993,0.001648331,0.002100476,0.001052147,0.0002253588,0.0001743921],"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":[0.000008933193,0.00007217919,0.00001845821,0.005252188,0.000008825609,0.00002580053,0.00007791694,0.00003305446,0.0003865589,0.001419041,0.00002226319,0.9926748],"study_design_scores_gemma":[0.0003921596,0.0002708104,0.000002285883,0.002558396,0.0001990995,0.00001102127,0.00002391151,0.00001613906,0.001172834,0.000003224861,0.9950511,0.0002989751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001920488,0.9940724,0.0001148594,0.000007072566,0.0007425147,0.000882583,0.0002745724,0.00005616287,0.003657784],"genre_scores_gemma":[0.001067375,0.9972439,0.00008051711,0.001045037,0.0002676902,0.00003594267,0.000002739999,0.00007306442,0.0001836885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9950289,"threshold_uncertainty_score":0.9998562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2462586286","doi":"10.1016/s1078-5337(02)00007-2","title":"","year":2002,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":12,"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; ARDS; Ventilation (architecture); High-frequency ventilation; Expiration; Intensive care medicine; Respiratory failure; Limiting; Positive airway pressure; Cardiology; Internal medicine; Lung; Respiratory system; Mechanical ventilation","authors":[{"name":"Jeffrey M. Singh","is_ca":true},{"name":"Thomas E. Stewart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1824320522745677,"gpt":0.4340324616649106,"spread":0.2516004093903429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001497314,0.002950099,0.01336153,0.001577496,0.0005079494,0.0001931721,0.001293046,0.004660327,0.0003704578],"category_scores_gemma":[0.001210589,0.002438486,0.008007762,0.001825127,0.000385,0.0003402517,0.0005630992,0.004448537,0.0008494037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452295,"about_ca_system_score_gemma":0.005118986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000233064,"about_ca_topic_score_gemma":0.000008136098,"domain_scores_codex":[0.985333,0.001082393,0.006278105,0.003255232,0.001962882,0.002088373],"domain_scores_gemma":[0.9874788,0.0008785294,0.002866925,0.005127045,0.001261462,0.002387266],"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":[0.0000581879,0.000299221,0.0001628718,0.1006059,0.0007398074,0.003554145,0.0002418645,1.929612e-7,0.000001567907,0.00005951063,0.001261785,0.8930149],"study_design_scores_gemma":[0.002563561,0.003545611,0.000005919032,0.04155879,0.0114173,0.0004946432,0.0005506748,6.26708e-7,0.00001240767,0.000007920516,0.9378633,0.001979238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008897393,0.9885992,0.00004795596,0.00001390205,0.002421108,0.006371233,0.0002579554,0.0008393499,0.001360294],"genre_scores_gemma":[0.0000036743,0.9877785,0.0006961467,0.005052199,0.003385824,0.001024107,0.0005794447,0.0008603848,0.0006196647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9366015,"threshold_uncertainty_score":0.9999285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082064798","doi":"10.1016/s1078-5337(05)70011-3","title":"The use of high-frequency oscillatory ventilation in adults with acute lung injury","year":2001,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Mean airway pressure; Intensive care medicine; High-frequency ventilation; Randomized controlled trial; Mechanical ventilation; Anesthesia; Surgery","authors":[{"name":"Niall D. Ferguson","is_ca":true},{"name":"Tanya Stewart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06696363970931687,"gpt":0.3670193894538921,"spread":0.3000557497445753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006965155,0.0006687208,0.002379503,0.0004834812,0.0001389037,0.00004608778,0.0003787947,0.0009203444,0.00004100851],"category_scores_gemma":[0.0002771349,0.0004326538,0.0006949271,0.00101534,0.0002181038,0.0002119372,0.0001089485,0.00112522,0.00002918644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005088067,"about_ca_system_score_gemma":0.002973833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001943824,"about_ca_topic_score_gemma":0.0001039648,"domain_scores_codex":[0.9953876,0.000379725,0.002140757,0.000781427,0.0007657463,0.0005447242],"domain_scores_gemma":[0.9956703,0.0004248325,0.00145217,0.001621678,0.0005742724,0.000256723],"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":[0.0005928375,0.00008869658,0.002957936,0.01215303,0.0003974721,0.0006423109,0.0001294536,0.000001741045,0.000004191535,0.0001880938,0.0006968337,0.9821474],"study_design_scores_gemma":[0.001058229,0.001048084,0.0002376663,0.02004266,0.001639926,0.00003545321,0.00008876702,0.000001581275,0.00001649411,0.000009834467,0.9754015,0.0004197883],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009167376,0.9869667,0.00003847823,0.000006401534,0.0008712062,0.002529757,0.0001726508,0.00007082267,0.0001765569],"genre_scores_gemma":[0.0003227237,0.9977959,0.0004219296,0.0002968326,0.0003776845,0.0001929033,0.0002220627,0.0001727629,0.0001972226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9817276,"threshold_uncertainty_score":0.9998125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148818876","doi":"10.1016/j.rcc.2004.06.003","title":"Cost-effectiveness and quality of life: benefits of lung transplantation","year":2004,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":11,"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":"Bronchiolitis obliterans; Medicine; Lung transplantation; Quality of life (healthcare); Transplantation; Intensive care medicine; Cost effectiveness; Lung; Surgery; Risk analysis (engineering); Internal medicine","authors":[{"name":"L.G. Singer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2821613280062325,"gpt":0.5112298065587261,"spread":0.2290684785524936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001364437,0.0003364508,0.002832126,0.0002065046,0.00003701373,0.000006001913,0.0001073172,0.0005413402,0.000009422763],"category_scores_gemma":[0.0003715779,0.0002780028,0.0006084185,0.0002677631,0.0001332014,0.00005293424,0.00001338765,0.0003749936,0.000001279072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080328,"about_ca_system_score_gemma":0.001206452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002173575,"about_ca_topic_score_gemma":0.00001862294,"domain_scores_codex":[0.996622,0.0008656197,0.001606057,0.0003960979,0.0003466004,0.0001636692],"domain_scores_gemma":[0.995959,0.002269647,0.0008779239,0.0003858756,0.0003506595,0.0001568312],"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":[0.0002160907,0.00004853158,0.008641444,0.3772773,0.0002308503,0.000006967773,0.0003405802,0.000008424033,0.000004557275,0.0004626511,6.79683e-7,0.612762],"study_design_scores_gemma":[0.01917511,0.00232744,0.3540567,0.3248951,0.02491621,0.00007352292,0.0005358769,0.000001313679,0.0007536367,0.00006764091,0.27129,0.00190738],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007823315,0.9883884,0.000797472,0.000002199162,0.0002716964,0.001732951,0.0008791753,0.00002620362,0.00007856519],"genre_scores_gemma":[0.001080668,0.9971844,0.00124102,0.00005921798,0.00009589075,0.00006359539,0.0002220025,0.00005011291,0.000003101641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6108546,"threshold_uncertainty_score":0.9999672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057211455","doi":"10.1016/j.rcc.2004.10.003","title":"Community-acquired Pneumonia: New Facets of an Old Disease?Hantavirus Pulmonary Syndrome","year":2005,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Disease; Hantavirus pulmonary syndrome; Pneumonia; Intensive care medicine; Serology; Sepsis; Psychological intervention; Immunology; Hantavirus Infection; Hantavirus; Virus; Pathology; Internal medicine; Antibody","authors":[{"name":"Lil Miedzinski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1440734042287419,"gpt":0.4319699868383741,"spread":0.2878965826096322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006096889,0.0007682468,0.003209625,0.0004908475,0.0002752235,0.00003749638,0.0005560865,0.0008750174,0.000181817],"category_scores_gemma":[0.0002928046,0.0006714178,0.001511342,0.0006751705,0.0002196841,0.0002003844,0.0002564571,0.001551661,0.0001689739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352707,"about_ca_system_score_gemma":0.002191941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001193927,"about_ca_topic_score_gemma":0.00006081977,"domain_scores_codex":[0.9955587,0.001064329,0.001814547,0.0006063186,0.0004801938,0.0004758619],"domain_scores_gemma":[0.995303,0.0002741933,0.0008638304,0.002322485,0.000256533,0.0009799122],"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":[0.00005461092,0.0006140252,0.0003813205,0.01606681,0.0002739873,0.0004501839,0.0001014444,0.000004297991,0.00000859466,0.00001858282,0.0002967041,0.9817294],"study_design_scores_gemma":[0.0004957438,0.001471599,0.001346466,0.01166348,0.002812215,0.0002301213,0.0001489165,0.000003392697,0.000002312317,0.000009196813,0.9812511,0.000565497],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01206065,0.9845759,0.000005556159,0.00001355289,0.0007141736,0.001378212,0.0004980697,0.0001987158,0.000555172],"genre_scores_gemma":[0.003354789,0.9934531,0.00006790853,0.0005769221,0.0007835007,0.00006893932,0.0007233084,0.0002240412,0.0007474561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9811639,"threshold_uncertainty_score":0.9995737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045678123","doi":"10.1016/s1078-5337(05)70013-7","title":"Implementing and troubleshooting high-frequency oscillatory ventilation in adults in the intensive care unit","year":2001,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Troubleshooting; ARDS; Intensive care medicine; Intensive care unit; Randomized controlled trial; High-frequency ventilation; Mechanical ventilation; Reliability engineering; Anesthesia; Internal medicine; Engineering","authors":[{"name":"Sangeeta Mehta","is_ca":true},{"name":"R. MacDonald","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09587432180080759,"gpt":0.4003589299874322,"spread":0.3044846081866247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001642723,0.0006662836,0.002045766,0.0007749184,0.0001781857,0.00007558642,0.0003499613,0.0006698761,0.0000417408],"category_scores_gemma":[0.0007134893,0.0005179117,0.0004658457,0.001026389,0.00009376203,0.0001540073,0.0001981344,0.001556752,0.00002094035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004835191,"about_ca_system_score_gemma":0.00131738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000064007,"about_ca_topic_score_gemma":0.0007803604,"domain_scores_codex":[0.9949883,0.0005986051,0.002112401,0.0009316561,0.0005579981,0.0008110841],"domain_scores_gemma":[0.9968413,0.0003766021,0.0009052649,0.0008909887,0.0008082706,0.0001775605],"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":[0.00005812562,0.00003333401,0.04006881,0.01823939,0.00005130826,0.0009462399,0.003280752,5.484901e-7,0.000002298414,0.0001972335,0.00003897394,0.937083],"study_design_scores_gemma":[0.002111699,0.0004614327,0.001604451,0.02214303,0.0005459525,0.00006102261,0.03673584,0.000001066803,0.000003117169,0.00002246111,0.9358214,0.0004885592],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05564676,0.9405236,0.00000536606,0.00001208298,0.0005049509,0.002479713,0.00005653255,0.00005024969,0.0007207934],"genre_scores_gemma":[0.01570157,0.9807171,0.0001481273,0.001718621,0.0007114335,0.0002632961,0.0005526678,0.0001639613,0.00002326084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9365944,"threshold_uncertainty_score":0.9997272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970341126","doi":"10.1016/j.rcc.2004.10.008","title":"The Utility of Administrative Data in Helping the Clinician Understand and Treat Community-acquired Pneumonia","year":2005,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Capital District Health Authority","funders":"","keywords":"Medicine; Data quality; Quality (philosophy); Pneumonia; Medical emergency; Business; Service (business)","authors":[{"name":"D. Gale Johnson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4318649783660538,"gpt":0.5070213258059343,"spread":0.07515634743988053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003568757,0.0005676127,0.002129267,0.000177858,0.0009266585,0.00007699655,0.001044545,0.0007014339,0.00001271678],"category_scores_gemma":[0.001752086,0.0003200471,0.0004794928,0.0005953559,0.001416918,0.0001184325,0.0006380306,0.002103629,0.000008847565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310237,"about_ca_system_score_gemma":0.00255809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003294655,"about_ca_topic_score_gemma":0.002379754,"domain_scores_codex":[0.9932441,0.003160689,0.002160785,0.0006083142,0.0003929721,0.0004331481],"domain_scores_gemma":[0.9888277,0.006033905,0.001053154,0.00365924,0.0002265576,0.0001994505],"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":[0.00005840412,0.0002107661,0.001799973,0.005876583,0.0002818489,0.00003722796,0.001036494,2.069511e-7,0.000002422455,0.00004827816,0.0002526324,0.9903952],"study_design_scores_gemma":[0.0006609958,0.0006020386,0.001718435,0.005508373,0.001250623,0.00004564548,0.007250629,0.00001430003,0.000001015722,0.00002034553,0.9826537,0.0002739303],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002974031,0.9919043,0.000003716445,0.0002266708,0.0003559789,0.001746808,0.0005796984,0.00004304964,0.002165726],"genre_scores_gemma":[0.01008022,0.9885716,0.000008662079,0.0006826707,0.0003380282,0.00005451397,0.0001380444,0.00007034805,0.00005587474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901212,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018322339","doi":"10.1016/s1078-5337(05)70004-6","title":"The preclinical history of high-frequency ventilation","year":2001,"lang":"en","type":"review","venue":"Respiratory Care Clinics","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"High-frequency ventilation; Medicine; Ventilation (architecture); Intensive care medicine; Mechanical ventilation; Engineering; Internal medicine; Mechanical engineering","authors":[{"name":"Reinout J. Mildner","is_ca":true},{"name":"Paul M. Cox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1486620489307973,"gpt":0.4138760542732116,"spread":0.2652140053424143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001517077,0.0005921707,0.002769536,0.0002429315,0.0001125024,0.00001760582,0.0005540026,0.001258477,0.0002350934],"category_scores_gemma":[0.001075192,0.0004078476,0.00182585,0.0003624892,0.0003482272,0.00008000847,0.0001318386,0.001255691,0.000186456],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290739,"about_ca_system_score_gemma":0.006792575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005801338,"about_ca_topic_score_gemma":0.0000137586,"domain_scores_codex":[0.9945965,0.0005085002,0.002913569,0.0007503922,0.0007556445,0.0004753897],"domain_scores_gemma":[0.9942991,0.0009243903,0.001912793,0.001915706,0.0006281724,0.0003198508],"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":[0.00006498784,0.00008796634,0.0001470384,0.00891838,0.0002211299,0.0001063396,0.00005489639,1.156462e-7,0.000002857399,0.0004906423,0.005019038,0.9848866],"study_design_scores_gemma":[0.0005982185,0.000802773,0.0000372084,0.005186308,0.002168934,0.00002464325,0.0000578061,2.259158e-7,0.000005237211,0.00006986445,0.9907115,0.0003372791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006544081,0.9894104,0.00004253552,0.00000894336,0.004719484,0.00153423,0.00004433752,0.00009524731,0.004079386],"genre_scores_gemma":[0.0000234,0.9945762,0.0002397568,0.0003791143,0.001238126,0.0001460814,0.0001818744,0.000154901,0.003060574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9856924,"threshold_uncertainty_score":0.9998373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}