{"id":"W2014031644","doi":"10.1212/01.wnl.0000113791.42995.4b","title":"Factors influencing the decision to perform carotid endarterectomy","year":2004,"lang":"en","type":"article","venue":"Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Carotid endarterectomy; Medicine; Specialty; Endarterectomy; Stenosis; Randomized controlled trial; Radiology; Surgery; Family medicine","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":[0.002040226,0.00009074821,0.0001958584,0.0005684998,0.0005504054,0.0006951056,0.0002414832,0.0005893773,0.003221484],"category_scores_gemma":[0.02890982,0.0001206223,0.0002760273,0.0006826206,0.0005326087,0.0002321913,0.0002133354,0.0005763991,0.0002263882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176106,"about_ca_system_score_gemma":0.003999078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1138451,"about_ca_topic_score_gemma":0.1726415,"domain_scores_codex":[0.9979302,0.000722784,0.0001697986,0.0001291545,0.000651915,0.0003962685],"domain_scores_gemma":[0.9773,0.01442521,0.003726421,0.0003065403,0.001658948,0.002582693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003854239,0.000111875,0.9878609,0.00002477472,0.00005899995,0.0001725843,0.0005302703,0.0004092816,0.0001762356,0.0001335737,0.001065169,0.009070982],"study_design_scores_gemma":[0.00003753375,0.0001259683,0.9952255,0.00004681078,0.00004098334,0.0002843009,0.0009751828,0.001819444,0.000109741,0.0002538277,0.001062482,0.00001817823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928045,0.0007005745,0.0001751395,0.002331601,0.0000275605,0.00001977192,0.0002071563,0.00000448719,0.003729253],"genre_scores_gemma":[0.9993145,0.0001540736,0.0001377171,0.0001411239,0.00002482343,0.000002798066,0.00007473135,0.000001085135,0.0001491777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138451,"threshold_uncertainty_score":0.2263648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475582498453436,"score_gpt":0.2561335615555819,"score_spread":0.2413777365710475,"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."}}