{"id":"W4313123125","doi":"10.1007/978-3-031-05437-2_3","title":"Who Are Best Candidates for Chronic Total Occlusion Revascularization","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Jewish General Hospital","funders":"","keywords":"Medicine; Conventional PCI; Revascularization; Randomized controlled trial; Occlusion; Coronary occlusion; Coronary angiography; Internal medicine; Cardiology; Surgery; 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":[0.0005066692,0.0003643795,0.0006571888,0.0005697599,0.0006144099,0.001407665,0.0003672582,0.001131545,0.0316121],"category_scores_gemma":[0.001859185,0.0002705189,0.0003025603,0.0003610269,0.0003586552,0.001782531,0.0004981067,0.002444704,0.01998235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003781264,"about_ca_system_score_gemma":0.0008884096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061084,"about_ca_topic_score_gemma":0.005402655,"domain_scores_codex":[0.9997908,0.00004984346,0.00000912132,0.00001791333,0.00008317561,0.00004900888],"domain_scores_gemma":[0.9996376,0.0001609761,0.00002959756,0.000008261367,0.00004992948,0.0001136093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003254491,0.00005973954,0.001016833,0.0001715087,0.0000067796,0.000570491,0.0002843701,0.00008143279,0.000229042,0.00983807,0.7750916,0.2126175],"study_design_scores_gemma":[0.00001507934,0.00003948129,0.002256564,0.0007298577,0.0000112404,0.001978764,0.0004826092,0.00006531626,0.00006167412,0.01092353,0.9834231,0.00001261844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003192867,0.1062944,0.002868987,0.1154443,0.02268879,0.0001129262,0.0008201907,0.0001743415,0.7484033],"genre_scores_gemma":[0.02523579,0.1361145,0.006224947,0.08488137,0.02153767,0.0002814931,0.00112174,0.0001907408,0.7244117],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0316121,"threshold_uncertainty_score":0.105753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778833485439128,"score_gpt":0.2706873473506041,"score_spread":0.2528990124962128,"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."}}