{"id":"W1997190722","doi":"10.1016/j.cjca.2014.07.187","title":"EVIDENCE FOR UTILITY OF CLINICAL REGISTRIES TO SUPPORT DEVELOPMENT OF CARDIAC QBPS AND CLINICAL CARE PATHWAYS","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Conventional PCI; Cardiac catheterization; Health care; Emergency medicine; Medical emergency; Intensive care medicine; Myocardial infarction; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3572533,0.0009806924,0.001853251,0.01128933,0.002392318,0.01369097,0.008310715,0.007578959,0.008497681],"category_scores_gemma":[0.7639945,0.002319034,0.003765943,0.01185861,0.004009648,0.01138408,0.01103274,0.009286069,0.001139538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01358749,"about_ca_system_score_gemma":0.08798345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05236409,"about_ca_topic_score_gemma":0.06257079,"domain_scores_codex":[0.5393858,0.2959894,0.06794626,0.01294655,0.07716957,0.006562389],"domain_scores_gemma":[0.09037827,0.6862746,0.06996874,0.02984002,0.1147396,0.008798822],"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":[0.001650488,0.001481409,0.347893,0.02108681,0.004203893,0.0003979525,0.008799234,0.005633161,0.000301993,0.04806485,0.09235009,0.4681371],"study_design_scores_gemma":[0.007121088,0.002142528,0.4280126,0.2308373,0.010751,0.001110942,0.009748682,0.02008319,0.002706027,0.03976146,0.2470732,0.0006520032],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09766894,0.09342125,0.04786141,0.5897877,0.006678248,0.007091132,0.01212218,0.0007697634,0.1445995],"genre_scores_gemma":[0.7585432,0.03830104,0.1352495,0.05319002,0.002250619,0.004537795,0.005913035,0.0002046042,0.001810187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3572533,"threshold_uncertainty_score":0.7926211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5485703756526245,"score_gpt":0.5392093281031699,"score_spread":0.009361047549454549,"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."}}