{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003747247,0.0001642089,0.0002949174,0.00005092389,0.0006302964,0.000008609568,0.0001827793,0.0002086348,0.0002621477],"category_scores_gemma":[0.0004929545,0.0001363571,0.0000662634,0.00009776154,0.00003314691,0.0003136036,0.00008694125,0.0002603623,0.000837917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008452643,"about_ca_system_score_gemma":0.0004039331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004142209,"about_ca_topic_score_gemma":0.0006762862,"domain_scores_codex":[0.9980692,0.0005301643,0.000383377,0.0004266301,0.0001572964,0.0004333831],"domain_scores_gemma":[0.9965282,0.002112786,0.0002048864,0.0007721104,0.0002106473,0.0001713737],"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":[0.0005218538,0.0000839966,0.3635615,0.0002467361,0.0001854928,0.000001368117,0.006881473,0.000008210399,0.00006467765,0.001947791,0.1318988,0.4945981],"study_design_scores_gemma":[0.002355593,0.0005519653,0.3709624,0.00009560894,0.00004600032,3.966144e-7,0.001872761,0.0003280888,0.0002667469,0.0001417459,0.6232258,0.0001529541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935194,0.0009362382,0.001263382,0.03089571,0.005457014,0.01879944,0.01249254,0.0004767819,0.03615948],"genre_scores_gemma":[0.9829352,0.00008339658,0.004313788,0.001170012,0.002774753,0.003491729,0.001019692,0.00003906541,0.00417239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4944451,"threshold_uncertainty_score":0.99994,"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."}}