{"id":"W3090337341","doi":"10.1016/j.cjca.2020.07.083","title":"STRENGTHS AND LIMITATIONS OF USING MEDICO-ADMINISTRATIVE DATA TO COMPARE THE PRACTICE AND OUTCOMES OF PERCUTANEOUS CORONARY INTERVENTION IN QUÉBEC WITH THE REST OF CANADA","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Conventional PCI; Intervention (counseling); Agency (philosophy); Medical emergency; Emergency medicine; Family medicine; Nursing; Myocardial infarction; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04390324,0.00185931,0.003412432,0.006763685,0.006580015,0.007414418,0.006978428,0.001333339,0.002274908],"category_scores_gemma":[0.1581033,0.001050844,0.002701734,0.0224446,0.001818471,0.002460673,0.003128305,0.002732401,0.0003532185],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03655294,"about_ca_system_score_gemma":0.08038729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9766782,"about_ca_topic_score_gemma":0.9827921,"domain_scores_codex":[0.9505531,0.02155267,0.007590671,0.004014525,0.01270361,0.003585473],"domain_scores_gemma":[0.8472075,0.04727668,0.01939784,0.01184754,0.06827264,0.00599774],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006094777,0.0003405439,0.9224963,0.002653016,0.005425082,0.0002349712,0.003303163,0.003311533,0.0001945106,0.003091761,0.02768536,0.0306543],"study_design_scores_gemma":[0.0003528243,0.0003117207,0.9352579,0.004605976,0.003093122,0.0002777186,0.007341947,0.007563694,0.0007255477,0.002179421,0.03802837,0.0002618933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6863025,0.01851436,0.03370359,0.03740675,0.004686585,0.009067239,0.1523232,0.0004748726,0.0575209],"genre_scores_gemma":[0.933067,0.002504222,0.02755949,0.008196076,0.0006058356,0.008315799,0.01736667,0.0001487199,0.002236174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.963447,"threshold_uncertainty_score":0.2652113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3186239143933927,"score_gpt":0.4563849677643881,"score_spread":0.1377610533709955,"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."}}