{"id":"W4363675194","doi":"10.1016/j.jcin.2023.01.356","title":"Genetic-Guided Oral P2Y12 Inhibitor Selection and Cumulative Ischemic Events After Percutaneous Coronary Intervention","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal; Canadian VIGOUR Centre; University of Alberta; St. Michael's Hospital; University of Ottawa; Heart and Stroke Foundation; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Percutaneous coronary intervention; Selection (genetic algorithm); P2Y12; Medicine; Internal medicine; Cardiology; Computer science; Artificial intelligence; Myocardial infarction","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":[0.0004692765,0.0004550356,0.000572882,0.0004441586,0.0003832964,0.0006687116,0.0003885892,0.0008894242,0.001841908],"category_scores_gemma":[0.002855122,0.0001553465,0.0004361911,0.0007436621,0.0003219665,0.0003503785,0.0002039597,0.0007885375,0.0003457316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003820068,"about_ca_system_score_gemma":0.0003645702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002504166,"about_ca_topic_score_gemma":0.003258224,"domain_scores_codex":[0.9994468,0.0001876056,0.00005262797,0.0001340987,0.0001078388,0.00007100276],"domain_scores_gemma":[0.9985923,0.0005556219,0.0004770254,0.00008214461,0.000112755,0.0001801214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007416191,0.0005746045,0.9402168,0.00008903524,0.001030191,0.001567033,0.0001333207,0.0009312559,0.004181226,0.0003236074,0.002026083,0.04151068],"study_design_scores_gemma":[0.0003469522,0.001751167,0.9829863,0.0001014975,0.001009847,0.003337589,0.000213429,0.005096908,0.001702197,0.001299436,0.002101935,0.00005275846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951212,0.001193366,0.0004204509,0.0005873628,0.00007715799,0.00001644362,0.0003360481,0.00002463626,0.002223452],"genre_scores_gemma":[0.9987943,0.0001991394,0.000331629,0.0001780192,0.00005090998,0.000007067124,0.0001323783,0.000007065601,0.0002994507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002504166,"threshold_uncertainty_score":0.006161749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265165702408418,"score_gpt":0.2980940671466564,"score_spread":0.2715774969058146,"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."}}