{"id":"W2309609177","doi":"10.1007/s00134-016-4332-5","title":"Does my patient really have ARDS?","year":2016,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Pain medicine; Medicine; Anesthesiology; ARDS; Medical emergency; Intensive care medicine; Emergency medicine; Anesthesia; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007366721,0.0003748723,0.0006443801,0.0004663183,0.001395954,0.001533994,0.0005926306,0.005253753,0.01409927],"category_scores_gemma":[0.009524811,0.0001992247,0.0007424222,0.0003726178,0.001204292,0.002418968,0.0007271005,0.005405946,0.003222202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007788623,"about_ca_system_score_gemma":0.00101136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000894819,"about_ca_topic_score_gemma":0.001437976,"domain_scores_codex":[0.9993157,0.00015676,0.0000880969,0.00006947784,0.0001783873,0.0001915113],"domain_scores_gemma":[0.9977127,0.0006342043,0.0004626162,0.00006128256,0.0004084271,0.0007206778],"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":[0.0005157545,0.0004437453,0.1726862,0.001274251,0.0003041037,0.2703665,0.005656477,0.0002354402,0.002109634,0.01706204,0.4152333,0.1141125],"study_design_scores_gemma":[0.0001392307,0.0006185634,0.04705149,0.003571218,0.0002693323,0.5729132,0.0227824,0.0003058797,0.0008835439,0.01689939,0.33439,0.0001758165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09000355,0.02383479,0.001364335,0.7817673,0.01992422,0.00004739044,0.0002928298,0.0001072956,0.08265837],"genre_scores_gemma":[0.5778761,0.04144946,0.002414552,0.3016109,0.03975304,0.00006558179,0.0004599616,0.00009765883,0.03627273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01409927,"threshold_uncertainty_score":0.04716676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770386974848988,"score_gpt":0.2816281360704781,"score_spread":0.2639242663219882,"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."}}