{"id":"W4317935211","doi":"10.1002/ccd.30564","title":"Single vs. multiple operators for chronic total occlusion percutaneous coronary interventions: From the PROGRESS‐CTO Registry","year":2023,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Conventional PCI; Mace; Percutaneous coronary intervention; Fluoroscopy; Internal medicine; Coronary occlusion; Cardiology; Angioplasty; Hazard ratio; Occlusion; Surgery; Confidence interval; 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":[0.001642107,0.0002800812,0.0003918929,0.001496468,0.0003279593,0.001004005,0.0005004425,0.0003817922,0.001732345],"category_scores_gemma":[0.004111538,0.0002873128,0.0004553842,0.002432786,0.000332236,0.000976336,0.001022456,0.0005675248,0.0003430064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910375,"about_ca_system_score_gemma":0.0006189045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005687768,"about_ca_topic_score_gemma":0.007910898,"domain_scores_codex":[0.9987901,0.0001913003,0.0001691265,0.0003367648,0.0002842816,0.0002284705],"domain_scores_gemma":[0.9938446,0.0007914552,0.003735275,0.000494258,0.0004818945,0.0006524896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001805362,0.0000172365,0.9987038,0.000008465139,0.0000289339,0.00004487695,0.00003380074,0.00001806218,0.00003174169,0.00001560036,0.0002743183,0.0006426246],"study_design_scores_gemma":[0.00003195613,0.00006148512,0.9987574,0.00001585311,0.00005626985,0.0002494983,0.0002053231,0.0001695355,0.00003776007,0.00002361188,0.0003853391,0.000006040516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968923,0.0001984806,0.00007590459,0.00005240323,0.000006481926,0.00001484949,0.00237259,0.000003687008,0.0003834032],"genre_scores_gemma":[0.9944755,0.0002092949,0.00009488644,0.00004682259,0.0000357362,0.00003590892,0.004969253,0.000006915473,0.0001257044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005687768,"threshold_uncertainty_score":0.01130933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681147426820651,"score_gpt":0.294000408446993,"score_spread":0.2571889341787865,"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."}}