{"id":"W4385191805","doi":"10.1016/j.jcin.2023.05.042","title":"Ad Hoc Percutaneous Coronary Intervention in Stable Patients With Multivessel or Unprotected Left Main Disease","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Conventional PCI; Post-hoc analysis; Medicine; Percutaneous coronary intervention; Cardiology; Internal medicine; Coronary artery disease; Quartile; Myocardial infarction; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005833976,0.0003878597,0.0007202831,0.0007375964,0.0001895035,0.00007733536,0.0002269856,0.0001342797,0.001746865],"category_scores_gemma":[0.0007168623,0.0003241169,0.002609728,0.001007342,0.0001260322,0.0002983449,0.0002338129,0.0004325818,0.0003599084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004113447,"about_ca_system_score_gemma":0.0001344904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000123078,"about_ca_topic_score_gemma":0.0009326954,"domain_scores_codex":[0.9967817,0.000336391,0.0008349163,0.0007247182,0.0007303436,0.0005918974],"domain_scores_gemma":[0.997986,0.0001536735,0.0001377645,0.001007689,0.0003757687,0.000339064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01591989,0.02223158,0.5926914,0.00934463,0.01472308,0.03684576,0.00165899,0.008733838,0.000171242,0.0002632544,0.0112117,0.2862047],"study_design_scores_gemma":[0.00810241,0.001583406,0.9732884,0.004879324,0.001397014,0.0005006345,0.001005857,0.0009787842,0.00001789009,0.00009416749,0.007682415,0.0004696955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876802,0.003966824,0.004086731,0.0002494561,0.0004092836,0.002462597,0.0005524629,0.0003909214,0.0002015287],"genre_scores_gemma":[0.9905966,0.0004630164,0.0007825612,0.00004437451,0.00005471721,0.000345472,0.001603762,0.00009871488,0.006010769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3805971,"threshold_uncertainty_score":0.9999211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164610347104489,"score_gpt":0.2758936448093449,"score_spread":0.2542475413383,"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."}}