{"id":"W4402768535","doi":"10.24875/recice.m24000480","title":"Are we ripe for preventive percutaneous coronary interventions?","year":2024,"lang":"en","type":"article","venue":"REC interventional cardiology (English Edition)","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Percutaneous; Medicine; Psychological intervention; Percutaneous coronary intervention; Cardiology; Internal medicine; Intensive care medicine; Myocardial infarction; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00464906,0.0004681397,0.001201958,0.00089219,0.001316745,0.004128495,0.001263035,0.005658738,0.05162146],"category_scores_gemma":[0.03814591,0.0002910802,0.0007070569,0.0008067864,0.002572486,0.006406735,0.001338789,0.009124215,0.0137641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387208,"about_ca_system_score_gemma":0.00370385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419024,"about_ca_topic_score_gemma":0.00192665,"domain_scores_codex":[0.996833,0.001139864,0.0002270029,0.0005228313,0.0009208218,0.0003565346],"domain_scores_gemma":[0.9865853,0.005941446,0.001738991,0.000420111,0.002912139,0.002402091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002295724,0.0001055386,0.002812811,0.001696194,0.00008999569,0.0003756942,0.0003568812,0.00008320352,0.0001663072,0.01490234,0.5647471,0.4144343],"study_design_scores_gemma":[0.0001632823,0.0001825737,0.006488029,0.01229594,0.0001915392,0.001837564,0.001250322,0.0001399393,0.0001781394,0.05612594,0.921043,0.000103762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001114373,0.1209347,0.0007714443,0.8473756,0.01418648,0.00002644036,0.0002923853,0.00008499799,0.01521363],"genre_scores_gemma":[0.05376843,0.3395935,0.003732552,0.5142965,0.06724262,0.0002169239,0.0007953279,0.0001620382,0.02019216],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05162146,"threshold_uncertainty_score":0.172691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05871341793819455,"score_gpt":0.3687962754283597,"score_spread":0.3100828574901651,"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."}}