{"id":"W2555399298","doi":"10.2196/resprot.5986","title":"An Observational Registry of Carotid Endarterectomy and Carotid Artery Stenting in Brazil: Study Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Apoio ao Ensino, Pesquisa e Assistência do Hospital das Clínicas da Faculdade de Medicina de Ribeirão Preto da Universidade de São Paulo; Universidade de São Paulo","keywords":"Observational study; Carotid endarterectomy; Medicine; Carotid arteries; Protocol (science); Carotid stenting; Endarterectomy; Surgery; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005598522,0.001344227,0.002114436,0.002742328,0.001190329,0.001073243,0.001521908,0.001092534,0.007324571],"category_scores_gemma":[0.008553307,0.001153634,0.001212165,0.003797672,0.0006475291,0.001071521,0.001346675,0.00100431,0.001765947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002026474,"about_ca_system_score_gemma":0.007924664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007605419,"about_ca_topic_score_gemma":0.009454023,"domain_scores_codex":[0.9953665,0.001511964,0.001260529,0.0009502213,0.0006155526,0.0002952327],"domain_scores_gemma":[0.9952065,0.0006183651,0.00147152,0.0007954104,0.001494371,0.000413827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01325508,0.006173068,0.8618965,0.01084925,0.001728556,0.002013913,0.003632623,0.001872569,0.003206659,0.004112109,0.0492052,0.04205462],"study_design_scores_gemma":[0.01285139,0.005148112,0.8928363,0.003533142,0.001590143,0.002336003,0.003184075,0.003758803,0.001088559,0.002302994,0.07111721,0.0002532201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2676602,0.002792238,0.01371032,0.0008294042,0.000243096,0.5449286,0.1589094,0.0002111938,0.01071561],"genre_scores_gemma":[0.3122135,0.002258889,0.02087916,0.001502899,0.0001678761,0.5743892,0.08600269,0.00006999356,0.002515725],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.007605419,"threshold_uncertainty_score":0.02960813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2021020938738444,"score_gpt":0.5180320675156198,"score_spread":0.3159299736417754,"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."}}