{"id":"W2598215747","doi":"10.1016/j.cjca.2017.03.011","title":"Peripheral Vascular Interventions and the Cardiologist: More Than a Pain in the Neck, a Belly Ache, an Arm and a Leg…","year":2017,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Percutaneous; Interventional cardiology; Carotid stenting; Percutaneous coronary intervention; Radiology; Cardiology; Stent; Aortic arch; Surgery; Internal medicine; Stenosis; Myocardial infarction; Aorta","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002393215,0.0002255044,0.0009394099,0.0002219499,0.0003428378,0.00011497,0.0005355542,0.0004297597,0.000006481255],"category_scores_gemma":[0.0005624963,0.0001265296,0.0007987389,0.00006844437,0.001015405,0.00005868435,0.00003366329,0.00185897,5.555526e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008674472,"about_ca_system_score_gemma":0.0007765436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002848797,"about_ca_topic_score_gemma":0.005633847,"domain_scores_codex":[0.9976986,0.001134466,0.0004051029,0.0002484992,0.0001516234,0.0003616824],"domain_scores_gemma":[0.9984676,0.0001400442,0.0002639166,0.0007373089,0.000170892,0.00022023],"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":[0.0001178903,0.00001199595,0.02901718,0.0004560561,0.003594622,0.005141133,0.004096531,0.0001698837,0.000004083495,0.0009045866,0.9445533,0.01193272],"study_design_scores_gemma":[0.001958616,0.0005787227,0.09990949,0.0003411158,0.000991746,0.02425557,0.0009196866,0.00004800604,6.647397e-8,0.001158978,0.8696635,0.0001745109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04462516,0.03936803,0.001521699,0.9106489,0.0003444038,0.001001307,0.00006755708,0.000006853402,0.002416078],"genre_scores_gemma":[0.8862503,0.000998643,0.0001334114,0.1069395,0.005247723,0.00009543324,0.00008017803,0.00004056737,0.000214269],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8416251,"threshold_uncertainty_score":0.8076405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104554643008875,"score_gpt":0.2818739340312371,"score_spread":0.2508283876011483,"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."}}