{"id":"W4200147611","doi":"10.1503/cjs.021513","title":"Canadian Society for Vascular Surgery abstracts","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Alberta Health Services; McGill University","funders":"","keywords":"Medicine; Vascular surgery; General surgery; Surgery; Cardiac surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001214414,0.001036812,0.001008071,0.004053953,0.001348239,0.003358883,0.001197587,0.001683601,0.504908],"category_scores_gemma":[0.004757168,0.0004082447,0.0006123985,0.003034217,0.0006279875,0.0007026567,0.001296506,0.00218207,0.2610057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004284219,"about_ca_system_score_gemma":0.01259002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05479075,"about_ca_topic_score_gemma":0.08575695,"domain_scores_codex":[0.9981781,0.0001265179,0.0001725807,0.0002223275,0.001056705,0.0002438067],"domain_scores_gemma":[0.9904273,0.0003510307,0.0003137623,0.0003151376,0.006697917,0.001894994],"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":[0.00002602128,0.00002688095,0.0005456113,0.0001965449,0.000008096411,0.0001009722,0.00001040288,0.00003231863,0.0001245794,0.0006210739,0.9339809,0.06432681],"study_design_scores_gemma":[0.00001308268,0.00001034417,0.002455201,0.0002113935,0.000004016312,0.0001691072,0.00002854914,0.00003989272,0.00002567802,0.0003083175,0.9967273,0.000007142358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001467559,0.02743125,0.001740902,0.03142617,0.08650725,0.0005683257,0.02494755,0.0009587593,0.8249522],"genre_scores_gemma":[0.01329407,0.03706763,0.001794926,0.005628587,0.01898453,0.0003470606,0.01971167,0.0003846945,0.902787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.504908,"threshold_uncertainty_score":0.7061886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902109234565797,"score_gpt":0.2231970696763512,"score_spread":0.1941759773306932,"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."}}