{"id":"W2405310632","doi":"10.1002/ccd.26577","title":"The wise radialist's guide to optimal transfemoral access: Selection, performance, and troubleshooting","year":2016,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Troubleshooting; Vascular access; Radial artery; Coronary angiography; Selection (genetic algorithm); Complication; Intervention (counseling); Femoral artery; Protocol (science); Surgery; Intensive care medicine; Artery; Cardiology; Hemodialysis; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00174802,0.001371198,0.001115885,0.002548077,0.001064959,0.001749425,0.001648966,0.006084081,0.01921865],"category_scores_gemma":[0.01150487,0.0005500892,0.0008052932,0.001234835,0.001634172,0.003190729,0.001184301,0.0122059,0.02873536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090344,"about_ca_system_score_gemma":0.003422403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961428,"about_ca_topic_score_gemma":0.004208664,"domain_scores_codex":[0.9984908,0.0005205181,0.0003097857,0.0001211853,0.000448464,0.0001091293],"domain_scores_gemma":[0.9964092,0.001122054,0.0003188004,0.0001890457,0.001270305,0.0006905746],"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":[0.00003850423,0.0001503159,0.001182477,0.0002270674,0.00001066283,0.004795918,0.0002141828,0.0003510844,0.0006922986,0.002122295,0.8831663,0.1070488],"study_design_scores_gemma":[0.0000721551,0.0001318315,0.003264846,0.001551882,0.000016322,0.03627202,0.0003937495,0.001275497,0.0004638846,0.0123212,0.9441401,0.00009654618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003758305,0.03785983,0.06735635,0.692154,0.04736375,0.001192615,0.001116121,0.004534134,0.1446648],"genre_scores_gemma":[0.04111647,0.1159101,0.2704571,0.3355486,0.1294256,0.002973307,0.002340321,0.001582814,0.1006457],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01921865,"threshold_uncertainty_score":0.06429279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709151623198088,"score_gpt":0.2991306865856815,"score_spread":0.2720391703537006,"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."}}