{"id":"W3101159323","doi":"10.1016/j.iccl.2020.09.009","title":"Access Selection for Chronic Total Occlusion Percutaneous Coronary Intervention and Complication Management","year":2020,"lang":"en","type":"review","venue":"Interventional Cardiology Clinics","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Vascular access; Intervention (counseling); Percutaneous; Selection (genetic algorithm); Coronary occlusion; Complication; Occlusion; Intensive care medicine; Medical emergency; Surgery; Internal medicine; Nursing; 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":[0.0009932989,0.0008951834,0.002205373,0.005306033,0.0003558039,0.001399445,0.0007707241,0.001288912,0.006825474],"category_scores_gemma":[0.004515094,0.0003825261,0.001327307,0.004536026,0.0004894858,0.00139128,0.0006960382,0.001411964,0.0009382183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008835752,"about_ca_system_score_gemma":0.002261458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003337661,"about_ca_topic_score_gemma":0.009536892,"domain_scores_codex":[0.9993925,0.0001082203,0.0001994807,0.0001109311,0.0001513077,0.00003755546],"domain_scores_gemma":[0.997654,0.001387902,0.0005754734,0.00002772906,0.0002640183,0.00009088749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001453732,0.00008858633,0.001136518,0.08120153,0.0006390271,0.000140494,0.00007016589,0.0002006901,0.0002336614,0.001057525,0.02313031,0.8919561],"study_design_scores_gemma":[0.0004187142,0.0005289675,0.01796085,0.2404085,0.0103108,0.004124659,0.0003990146,0.0004236454,0.0004068754,0.003099133,0.7217627,0.0001561529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001109514,0.9991529,0.00004537942,0.0001352479,0.0001015766,0.000005546718,0.00002427844,0.00000305776,0.0004210138],"genre_scores_gemma":[0.001262849,0.9978098,0.0001647517,0.0003473132,0.0002193537,0.00001035529,0.00004913619,0.000001348041,0.0001351122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006825474,"threshold_uncertainty_score":0.02283347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07250237498416989,"score_gpt":0.4290565839811628,"score_spread":0.3565542089969929,"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."}}