{"id":"W4385830339","doi":"10.1161/circinterventions.122.012527","title":"STICH3C: Rationale and Study Protocol","year":2023,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; Toronto General Hospital; Centre de réadaptation Lethbridge-Layton-Mackay; University of Ottawa; Montreal Heart Institute; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Conventional PCI; Cardiology; Revascularization; Internal medicine; Percutaneous coronary intervention; Myocardial infarction; Ejection fraction; Randomized controlled trial; Coronary artery disease; Heart failure; Stroke (engine); Clinical endpoint; Ischemic cardiomyopathy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005800501,0.0001260252,0.0002779568,0.0003092292,0.0001854599,0.00005613731,0.00004988656,0.00005085429,0.0003856138],"category_scores_gemma":[0.0003233874,0.0001253005,0.00109513,0.0005104068,0.00004553534,0.0001227235,0.00007826259,0.0001093284,0.0002408084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005151697,"about_ca_system_score_gemma":0.00003782877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002158971,"about_ca_topic_score_gemma":0.00001586916,"domain_scores_codex":[0.9986216,0.0001120627,0.0004186042,0.0003131849,0.0003776816,0.0001567955],"domain_scores_gemma":[0.9990855,0.00006946794,0.00005520357,0.0004579939,0.0002269807,0.0001048402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002737595,0.006635149,0.8010628,0.00364132,0.01210486,0.0008794943,0.001738299,0.01324511,0.0003578309,0.007730917,0.01431949,0.138011],"study_design_scores_gemma":[0.003620068,0.0003460388,0.9731391,0.0002823685,0.0008065072,0.0001308175,0.0007585342,0.002476349,0.000009849701,0.0004103019,0.01787318,0.0001468824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6720788,0.0007719039,0.04567784,0.0009459947,0.0006838415,0.2740037,0.00008647302,0.001148822,0.004602574],"genre_scores_gemma":[0.9308826,0.000006641076,0.0001885443,0.00002531496,0.0001266699,0.06757305,0.0001371142,0.00002485604,0.001035198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2588038,"threshold_uncertainty_score":0.5109605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08582611529395075,"score_gpt":0.3734925777703475,"score_spread":0.2876664624763968,"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."}}