{"id":"W2746915707","doi":"10.1016/j.jvs.2017.07.035","title":"Knowledge, Impressions, and Use of Government-Funded Physical Disability Support Programs in Vascular Surgery: A Survey of Canadian Physicians","year":2017,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Claudication; Remuneration; Government (linguistics); Vascular surgery; Physical therapy; Medical education; Family medicine; Surgery; Vascular disease; Finance; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001111352,0.0002352659,0.0004150819,0.001682092,0.002648201,0.001316412,0.001237583,0.0009206442,0.003229317],"category_scores_gemma":[0.007136066,0.0004014998,0.0005576135,0.003219023,0.0009164023,0.0006108796,0.0007788838,0.001122401,0.0003018153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01201964,"about_ca_system_score_gemma":0.01560587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9411165,"about_ca_topic_score_gemma":0.9617007,"domain_scores_codex":[0.9981187,0.0001456079,0.0001389217,0.0001526737,0.0009055266,0.0005385106],"domain_scores_gemma":[0.9931666,0.000739867,0.001910487,0.0001131423,0.001911595,0.002158282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003747156,0.0001043689,0.9954998,0.00002839236,0.00002782619,0.00004673632,0.001402878,0.00003772513,0.00006354025,0.00003341006,0.0007884361,0.001929359],"study_design_scores_gemma":[0.000005273188,0.00003613767,0.9973852,0.00001872262,0.000008375041,0.00003720045,0.002069918,0.00006356092,0.00001132576,0.00000743616,0.0003492517,0.000007693436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946288,0.0004874736,0.00002473513,0.0006868182,0.00001417771,0.00003896749,0.001200732,0.000004333187,0.002913897],"genre_scores_gemma":[0.9983923,0.0003579439,0.00006322884,0.0002839964,0.00001122702,0.00001210484,0.0004883011,0.000002021943,0.0003889601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05888349,"threshold_uncertainty_score":0.1184605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06985181598802517,"score_gpt":0.2945204787415882,"score_spread":0.224668662753563,"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."}}