{"id":"W4310241098","doi":"10.1161/jaha.122.026960","title":"Procedural Outcomes After Percutaneous Coronary Interventions in Focal and Diffuse Coronary Artery Disease","year":2022,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Novo Nordisk Fonden","keywords":"Medicine; Coronary artery disease; Cardiology; Internal medicine; Percutaneous; Percutaneous coronary intervention; Psychological intervention; Left main coronary artery disease; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003471338,0.00009497281,0.0003612086,0.0001375638,0.0001175017,0.00001783274,0.00007919889,0.00001501369,0.0001376677],"category_scores_gemma":[0.0005503882,0.00007214815,0.0004801436,0.0001864945,0.00005715268,0.00009557045,0.0001286626,0.0003712694,0.000002444878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006734795,"about_ca_system_score_gemma":0.0001216781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002558378,"about_ca_topic_score_gemma":0.0000455157,"domain_scores_codex":[0.9986326,0.0002372224,0.0004675144,0.0001004194,0.0004055014,0.0001568053],"domain_scores_gemma":[0.9990213,0.0002873733,0.000365046,0.0001255386,0.00008840907,0.0001123625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006835393,0.0008764972,0.9939279,0.00002479421,0.00009494653,0.0004178554,0.0002117066,0.00003655626,0.00006930181,0.0000049161,0.002519933,0.001132084],"study_design_scores_gemma":[0.0008993912,0.0008120742,0.9936979,0.000128585,0.0002163631,0.00251595,0.0007490336,0.000168661,9.000672e-7,0.0001358149,0.0006038009,0.00007145866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852335,0.0003741025,0.000008752529,0.01381487,0.0002949941,0.0002126568,0.00004239718,0.000007684137,0.00001103877],"genre_scores_gemma":[0.9966874,0.00004652764,0.0001177944,0.002237364,0.00005965894,0.00002251386,0.000003946215,0.0000127249,0.0008121023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0115775,"threshold_uncertainty_score":0.2942116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405529834957371,"score_gpt":0.2912848563257751,"score_spread":0.2772295579762014,"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."}}