{"id":"W2046040607","doi":"10.7326/0003-4819-143-1-200507050-00018","title":"Clinical Experience and Quality of Health Care","year":2005,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Graduation (instrument); Health care; Myocardial infarction; Certification; Mortality rate; Family medicine; Surgery; Internal medicine; Management","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":[0.01119092,0.0001751464,0.0004515961,0.002876382,0.001501059,0.006770309,0.0009633202,0.001447552,0.03103989],"category_scores_gemma":[0.137873,0.0002332715,0.0005238836,0.003852958,0.002300873,0.003357851,0.003126663,0.002142171,0.002338915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006831288,"about_ca_system_score_gemma":0.005772056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371337,"about_ca_topic_score_gemma":0.01532394,"domain_scores_codex":[0.9793394,0.009764273,0.001666123,0.000987896,0.006254345,0.001988019],"domain_scores_gemma":[0.894208,0.03019169,0.02722304,0.003776235,0.02264463,0.02195641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002655839,0.0003338744,0.3414511,0.0005477328,0.0002875423,0.0002107509,0.003732644,0.0004100651,0.00006223041,0.01867294,0.3348483,0.2991772],"study_design_scores_gemma":[0.0001681972,0.0005947588,0.7054297,0.002989674,0.0001204275,0.0009307467,0.01009334,0.0007639054,0.0001935285,0.03059233,0.2479695,0.0001538373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.1077596,0.04881825,0.001405572,0.6747727,0.003487457,0.0001035524,0.002477485,0.0001039068,0.1610714],"genre_scores_gemma":[0.9387743,0.015723,0.0008259082,0.03130273,0.003635577,0.0001094854,0.001281991,0.00009088071,0.008256133],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03103989,"threshold_uncertainty_score":0.1038388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8688401313547498,"score_gpt":0.7155450459730754,"score_spread":0.1532950853816744,"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."}}