{"id":"W2581790640","doi":"10.1001/jama.2016.19627","title":"Reevaluation of Diagnosis in Adults With Physician-Diagnosed Asthma","year":2017,"lang":"en","type":"article","venue":"JAMA","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":443,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McMaster University; University of Calgary; University of Alberta; Université de Montréal; Dalhousie University; University of Toronto; St. Michael's Hospital; Ottawa Hospital; University of Manitoba; University of British Columbia; University of Ottawa","funders":"","keywords":"Medicine; Asthma; Spirometry; Bronchial hyperresponsiveness; Prospective cohort study; Pediatrics; Cohort; Physical therapy; Respiratory disease; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005202187,0.0001927454,0.0004390468,0.001589948,0.001021752,0.0009259577,0.001258252,0.0009463803,0.0009523832],"category_scores_gemma":[0.02254542,0.0001769068,0.0003250418,0.001333406,0.0007191265,0.0008070978,0.0006947499,0.0009217779,0.0002226099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332326,"about_ca_system_score_gemma":0.002044811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08759923,"about_ca_topic_score_gemma":0.1439312,"domain_scores_codex":[0.9950141,0.001286238,0.0007404255,0.0005389089,0.002057538,0.0003628128],"domain_scores_gemma":[0.9895359,0.002289134,0.00474626,0.0005379938,0.002166984,0.0007237527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007482937,0.00002729381,0.9920347,0.00005330166,0.00001717252,0.000159676,0.0003964981,0.00001654571,0.0001097355,0.00003197405,0.0009506001,0.00612766],"study_design_scores_gemma":[0.00001173157,0.00009024718,0.9961941,0.0001332391,0.00002824488,0.0008792361,0.0008324679,0.0002876884,0.0001035277,0.00005494799,0.001378136,0.000006392771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824229,0.008131707,0.0009074949,0.003285902,0.0002552394,0.0001776334,0.001173814,0.00003689377,0.003608354],"genre_scores_gemma":[0.9965738,0.0009250927,0.0008479079,0.0007698923,0.000118746,0.00003710757,0.0004943775,0.000003154459,0.0002298519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08759923,"threshold_uncertainty_score":0.1741787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639835042741105,"score_gpt":0.2927913496169594,"score_spread":0.2763929991895483,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}