{"id":"W4389956701","doi":"10.1161/circ.148.suppl_1.12802","title":"Abstract 12802: Impact of Atrial Fibrillation on Percutaneous Coronary Intervention With Orbital Atherectomy","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Conventional PCI; Cardiogenic shock; Percutaneous coronary intervention; Stroke (engine); Odds ratio; 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":[0.0006312733,0.0001336617,0.0001800134,0.0006110822,0.0004948893,0.0006551666,0.0003206857,0.0002673742,0.005856792],"category_scores_gemma":[0.005834855,0.0001055684,0.0005426412,0.001402199,0.0003004459,0.0004297692,0.0005590722,0.0008871014,0.0004068926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004388811,"about_ca_system_score_gemma":0.0009244089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008660227,"about_ca_topic_score_gemma":0.01061794,"domain_scores_codex":[0.9989114,0.0001727218,0.0002234741,0.0001876216,0.0003322418,0.0001724927],"domain_scores_gemma":[0.9942162,0.001051076,0.003794513,0.000141798,0.0002930002,0.0005034078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003623391,0.00001218497,0.9954595,0.00003919781,0.00003673472,0.0001063802,0.0000364979,0.00002667097,0.00003931514,0.00004835965,0.0007133637,0.003445523],"study_design_scores_gemma":[0.00000345908,0.00001884843,0.9982951,0.00006186672,0.00003033622,0.000586306,0.0001607134,0.0001219354,0.00002740179,0.00007208575,0.0006191928,0.000002859256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882888,0.002334203,0.0002962812,0.001930575,0.0000925306,0.0000157766,0.002860214,0.00001336391,0.004168325],"genre_scores_gemma":[0.9971106,0.0009296422,0.0001812075,0.0002806206,0.0001403173,0.00001187891,0.001059641,0.000004655779,0.0002814871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008660227,"threshold_uncertainty_score":0.01959288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04994304768703063,"score_gpt":0.3428349675353564,"score_spread":0.2928919198483257,"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."}}