{"id":"W4281566202","doi":"10.1053/j.semtcvs.2022.05.010","title":"Reverse Fragility Index in Negative Cardiac Procedural Randomized Controlled Trials","year":2022,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; Fragility; Index (typography); Cardiology; Internal medicine","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":[0.02802417,0.002865088,0.0103583,0.001239405,0.0006567877,0.003515849,0.001469148,0.00263966,0.01213558],"category_scores_gemma":[0.05482185,0.001462542,0.01120808,0.00115338,0.002143674,0.00333499,0.001549582,0.006080115,0.0007751309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037904,"about_ca_system_score_gemma":0.0009983458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006997731,"about_ca_topic_score_gemma":0.001430418,"domain_scores_codex":[0.9680951,0.02437101,0.003198537,0.002490508,0.001160404,0.0006843482],"domain_scores_gemma":[0.9424939,0.04515516,0.008024313,0.002368535,0.0009638175,0.0009943156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8152766,0.0003013526,0.005356117,0.02849114,0.1231006,0.0001410758,0.0001311032,0.0007674482,0.0008581969,0.002173113,0.003085445,0.02031771],"study_design_scores_gemma":[0.8561235,0.009266458,0.01130673,0.002597934,0.1067573,0.0001467803,0.00008850358,0.00318498,0.0003583189,0.005151698,0.00488359,0.0001342101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4617889,0.4399908,0.03920125,0.008161738,0.01229774,0.009744191,0.009048874,0.001640815,0.0181257],"genre_scores_gemma":[0.9538283,0.01803652,0.01133892,0.00354859,0.002398068,0.006312568,0.001900802,0.0001821212,0.002454088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02802417,"threshold_uncertainty_score":0.1482077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164554572646468,"score_gpt":0.2927206625268949,"score_spread":0.2710751168004302,"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."}}