{"id":"W4389489197","doi":"10.25270/jic/23.00034","title":"Lesion Complexity and Procedural Outcomes Associated With Ostial Chronic Total Occlusions: Insights From the PROGRESS-CTO Registry","year":2023,"lang":"en","type":"article","venue":"The Journal of invasive cardiology/The journal of invasive cardiology","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; Cardiology; Internal medicine; Pericardiocentesis; Stroke (engine); Myocardial infarction; Cardiac tamponade","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002383414,0.0005827396,0.002174264,0.0003269838,0.0007729873,0.00005281715,0.0009821545,0.0004456103,0.00002603158],"category_scores_gemma":[0.005760971,0.0002665165,0.001144223,0.0006083588,0.003163868,0.0002161744,0.0005523268,0.001979742,0.00001514139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004558948,"about_ca_system_score_gemma":0.001762966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005828157,"about_ca_topic_score_gemma":0.0005447699,"domain_scores_codex":[0.9941407,0.00226482,0.001731084,0.0003451219,0.0008466939,0.0006715556],"domain_scores_gemma":[0.9829527,0.01036632,0.002510854,0.0007276186,0.003126681,0.0003158028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0070451,0.0002885859,0.8226392,0.0001983557,0.01741168,0.01497724,0.003449198,0.004407048,0.008044124,0.0003216119,0.119377,0.001840899],"study_design_scores_gemma":[0.00648091,0.006631415,0.917213,0.001746841,0.003675941,0.05100466,0.008556704,0.00005274956,0.0003032426,0.002319176,0.001614955,0.0004004108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756922,0.01012783,0.0005607314,0.01099934,0.001476851,0.0008288239,0.0001528525,0.00003024552,0.0001311068],"genre_scores_gemma":[0.9923534,0.003555067,0.00008732282,0.001611331,0.002133108,0.00001833295,0.00008429735,0.0000565528,0.0001005824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.117762,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203441250357511,"score_gpt":0.2936745313000761,"score_spread":0.251640118796501,"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."}}