{"id":"W1490732856","doi":"10.1016/j.jcin.2014.02.007","title":"Predicting 3-Year Mortality After Percutaneous Coronary Intervention","year":2014,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eisai; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Biotronik; British Heart Foundation; National Institute for Health and Care Research; Canadian Association for the Study of the Liver; Cordis; Boston Scientific Corporation; European Society of Cardiology; Abbott Laboratories; Merck; AstraZeneca; Eli Lilly and Company; Medtronic","keywords":"Percutaneous coronary intervention; Medicine; Cardiology; Internal medicine; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001102322,0.0003362326,0.00072346,0.0004360229,0.0001891908,0.00009409759,0.0002076767,0.000193222,0.002879996],"category_scores_gemma":[0.0006925509,0.0003361568,0.006938644,0.0004202886,0.0001337795,0.000227943,0.0002388828,0.0004395768,0.0004959511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151041,"about_ca_system_score_gemma":0.00002965295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002821002,"about_ca_topic_score_gemma":0.0002005174,"domain_scores_codex":[0.9969649,0.0003408236,0.0009397519,0.0006418726,0.0006646746,0.0004479377],"domain_scores_gemma":[0.997782,0.0001137964,0.0001477866,0.001324556,0.0003551388,0.0002767525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005320971,0.003729016,0.8775783,0.002984192,0.01190431,0.001774484,0.0002686105,0.0005585194,0.000163771,0.001617802,0.005387822,0.09350111],"study_design_scores_gemma":[0.003157898,0.001370417,0.9561347,0.003027773,0.005076555,0.003960342,0.0004990957,0.001618816,0.0001116715,0.0005806973,0.02393544,0.0005266091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524236,0.004393315,0.03281794,0.0001722447,0.001143249,0.00082115,0.00009639007,0.0003502908,0.00778185],"genre_scores_gemma":[0.9957803,0.0002376625,0.001372045,0.0001207579,0.000478189,0.0002177297,0.0002318943,0.00007040572,0.001490993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09297451,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242904368412,"score_gpt":0.2887611056248712,"score_spread":0.2663320619407512,"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."}}