{"id":"W2005071211","doi":"10.1001/jama.294.3.309","title":"Administrative Data Feedback for Effective Cardiac Treatment","year":2005,"lang":"en","type":"article","venue":"JAMA","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; McGill University Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Medical prescription; Odds ratio; Confidence interval; Myocardial infarction; Randomized controlled trial; Aspirin; Emergency medicine; Randomization; Internal medicine; Clopidogrel","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01713874,0.0002748184,0.0005241468,0.0004141189,0.000385905,0.0009118363,0.0006684051,0.0006115396,0.003948974],"category_scores_gemma":[0.05089137,0.000192489,0.0009313773,0.0007935881,0.000504296,0.0005308145,0.0007288945,0.000833029,0.000201738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181591,"about_ca_system_score_gemma":0.005145561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007146164,"about_ca_topic_score_gemma":0.00738375,"domain_scores_codex":[0.9801859,0.01601369,0.00103543,0.000675659,0.001641503,0.0004479502],"domain_scores_gemma":[0.9414174,0.02918068,0.02166374,0.002437278,0.002578645,0.002722341],"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":[0.1368067,0.01086805,0.2241399,0.008321567,0.003497508,0.00008158496,0.0007759513,0.004278423,0.001433301,0.00130949,0.02246481,0.5860228],"study_design_scores_gemma":[0.197032,0.0762355,0.6713209,0.004370478,0.004990374,0.0002351018,0.0006096135,0.007474764,0.002869063,0.001229954,0.03349192,0.0001403715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593722,0.0110207,0.003759286,0.009279329,0.0006989225,0.006113883,0.003265475,0.0001812521,0.006309047],"genre_scores_gemma":[0.9903307,0.001638762,0.004286281,0.0009992316,0.0002628353,0.001522115,0.0005927421,0.000005593417,0.0003616966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01713874,"threshold_uncertainty_score":0.09063935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2159309552942726,"score_gpt":0.509874302137018,"score_spread":0.2939433468427454,"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."}}