{"id":"W7101211720","doi":"","title":"Commentary","year":2015,"lang":"en","type":"article","venue":"","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiac catheterization; Bypass grafting; Population; Percutaneous; Percutaneous coronary intervention; Coronary artery disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00541851,0.0007708509,0.001013927,0.00136713,0.002863501,0.005497064,0.0036936,0.01847826,0.1519592],"category_scores_gemma":[0.05168388,0.00053409,0.001449391,0.001253444,0.002461103,0.004460831,0.002870152,0.01460064,0.06021991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004586602,"about_ca_system_score_gemma":0.01378147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009335675,"about_ca_topic_score_gemma":0.0116056,"domain_scores_codex":[0.9943781,0.001238595,0.00038419,0.0007270339,0.002449994,0.0008220821],"domain_scores_gemma":[0.9713153,0.01027748,0.0009405788,0.0014007,0.01231719,0.003748805],"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":[0.000008462546,0.000003116982,0.00002931023,0.00008081963,0.00000318821,0.00004585856,0.00002263084,0.000006986027,0.000009748192,0.001486851,0.9929627,0.005340303],"study_design_scores_gemma":[0.00001027579,0.000004538689,0.0001022793,0.0004966828,0.000005115551,0.0001175536,0.00006662301,0.00001034689,0.00002871268,0.001374442,0.9977779,0.00000555798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001982394,0.007294998,0.0002729387,0.7413829,0.2036119,0.00005559101,0.0008615915,0.0001334514,0.04618842],"genre_scores_gemma":[0.003339174,0.00787034,0.0003578082,0.8262595,0.08449857,0.0001139424,0.0006228038,0.0001526829,0.07678509],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8480408,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03033593334054002,"score_gpt":0.3056490572566737,"score_spread":0.2753131239161337,"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."}}