{"id":"W7162118349","doi":"10.82308/29901","title":"Analysis of the Canadian database of patients with Chronic Total Occlusion - Percutaneous Coronary Intervention","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conventional PCI; Percutaneous coronary intervention; Coronary artery disease; Cohort; Percutaneous; Descriptive statistics; Retrospective cohort study; Cohort study; Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872362,0.000532572,0.0009724003,0.008118582,0.002430742,0.001703592,0.001422827,0.0005011463,0.004396427],"category_scores_gemma":[0.009646344,0.000403356,0.00083432,0.0162365,0.0004555026,0.0004555627,0.001183178,0.0007335225,0.0007810486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02161996,"about_ca_system_score_gemma":0.05299432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9591501,"about_ca_topic_score_gemma":0.9663411,"domain_scores_codex":[0.9955649,0.0001898707,0.0004745802,0.0007540808,0.002312056,0.0007045255],"domain_scores_gemma":[0.9905018,0.0004836895,0.001686262,0.00046616,0.006029722,0.0008323946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004892743,0.00008552129,0.9480242,0.0007029093,0.000325121,0.0002327707,0.0005273412,0.0003546586,0.0001885599,0.0006416778,0.03481848,0.01360943],"study_design_scores_gemma":[0.00004915085,0.00004618771,0.9861577,0.0001899198,0.0001305146,0.0001980445,0.0005150186,0.0004811036,0.0001088816,0.00004814409,0.0120462,0.00002929333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5194904,0.002477592,0.0005368931,0.000796065,0.00005547646,0.001200328,0.4617901,0.0001026646,0.01355038],"genre_scores_gemma":[0.7738986,0.002696622,0.001951073,0.000517782,0.00006291906,0.0008808217,0.2178559,0.00004092734,0.002095411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04084986,"threshold_uncertainty_score":0.1568645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008985962444246423,"score_gpt":0.2715403300417402,"score_spread":0.2625543675974938,"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."}}