{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003538777,0.0002319805,0.0003964255,0.0001351416,0.0004791509,0.0001459623,0.0001634474,0.0001284345,0.0002575278],"category_scores_gemma":[0.0004288806,0.0001892737,0.002837294,0.0003332137,0.0001991465,0.0001350171,0.0002239014,0.000154813,0.0000519981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229396,"about_ca_system_score_gemma":0.00005670991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004651628,"about_ca_topic_score_gemma":0.00004528944,"domain_scores_codex":[0.9982684,0.0001354288,0.000565918,0.0004781376,0.0002737688,0.000278406],"domain_scores_gemma":[0.998632,0.0001815694,0.0001085859,0.0007176452,0.0002293283,0.0001309206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00183833,0.007893529,0.1313755,0.00969706,0.02110679,0.001976818,0.005366298,0.00349884,0.02448649,0.002922237,0.04955291,0.7402852],"study_design_scores_gemma":[0.01973318,0.01267753,0.6656983,0.02452635,0.01427718,0.008978424,0.009848804,0.04574654,0.003485415,0.001146447,0.1911444,0.002737388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415956,0.01816421,0.03470886,0.001391022,0.0009430604,0.001974133,0.0008052558,0.000340667,0.00007725094],"genre_scores_gemma":[0.9939905,0.0007874289,0.0004764681,0.00009755832,0.0002993414,0.0003631455,0.002679963,0.00005580082,0.001249825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7375478,"threshold_uncertainty_score":0.7718359,"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."}}