{"id":"W2007485533","doi":"10.1016/j.jvs.2004.12.017","title":"Variation in rates of appropriate and inappropriate carotid endarterectomy for stroke prevention in four Canadian provinces","year":2005,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Carotid endarterectomy; Specialty; Stroke (engine); Population; Endarterectomy; Surgery; General surgery; Demography; Carotid arteries; Family medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.001868863,0.0005140327,0.000937734,0.003399172,0.003023842,0.00193521,0.002919883,0.001019609,0.002057036],"category_scores_gemma":[0.009897741,0.000826744,0.001611561,0.007244376,0.001361087,0.0004708054,0.001248486,0.001048312,0.0002077828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05069589,"about_ca_system_score_gemma":0.05287288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969015,"about_ca_topic_score_gemma":0.997709,"domain_scores_codex":[0.9956786,0.0004994799,0.000437084,0.0005910431,0.001213041,0.001580768],"domain_scores_gemma":[0.9903776,0.001413624,0.001545099,0.0003397041,0.004951734,0.001372224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003100431,0.00003982618,0.9888109,0.00009722494,0.0002685378,0.0001479543,0.001407856,0.001040239,0.0002956433,0.0005246651,0.002385597,0.004671417],"study_design_scores_gemma":[0.00001124825,0.00001403945,0.9974468,0.00002811829,0.00003824714,0.00006803883,0.001085179,0.0006013829,0.00006503024,0.00003151039,0.0005833906,0.00002715319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862751,0.001144109,0.0002503667,0.0008601028,0.00003462203,0.00006648213,0.007498995,0.00005213531,0.003818183],"genre_scores_gemma":[0.9973034,0.0003355872,0.0002564519,0.0001040808,0.000006334938,0.00001604572,0.001361402,0.00001027989,0.0006064369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05069589,"threshold_uncertainty_score":0.3678262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605007338096633,"score_gpt":0.2533600777992444,"score_spread":0.2373100044182781,"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."}}