{"id":"W2153623094","doi":"10.1177/0003319711436076","title":"Why the US Center for Medicare and Medicaid Services Should Not Extend Reimbursement Indications for Carotid Artery Angioplasty/Stenting","year":2012,"lang":"en","type":"letter","venue":"Angiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; Western University","funders":"","keywords":"Medicine; Medicaid; Reimbursement; Angioplasty; Carotid arteries; Center (category theory); Cardiology; Internal medicine; General surgery; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005512593,0.0006613082,0.001649003,0.001160559,0.009164767,0.005688692,0.002371123,0.1230617,0.008111688],"category_scores_gemma":[0.04027991,0.001490262,0.002085912,0.00127585,0.003785423,0.003839501,0.002930107,0.07221612,0.005654005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01191625,"about_ca_system_score_gemma":0.02034595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04630185,"about_ca_topic_score_gemma":0.0957035,"domain_scores_codex":[0.9931206,0.001065943,0.001207197,0.0007593983,0.00173961,0.002107262],"domain_scores_gemma":[0.9799984,0.008902853,0.001733986,0.0005066181,0.004111486,0.004746529],"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":[0.0001210454,0.0001094636,0.004127856,0.00004605118,0.00006290442,0.00308715,0.0003371738,0.0001621959,0.0004434673,0.005665811,0.9755883,0.01024865],"study_design_scores_gemma":[0.0004493498,0.000162868,0.01274319,0.0009791221,0.0003190347,0.006652296,0.001723366,0.001674462,0.0009061001,0.01739405,0.9566553,0.0003408745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001125625,0.0004078415,0.00006998759,0.9909559,0.003645286,0.000009372357,0.00004539176,0.00002188305,0.0037187],"genre_scores_gemma":[0.004199576,0.0002638853,0.0001318197,0.9861436,0.006130878,0.00001443798,0.00002309961,0.00001506461,0.003077625],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1230617,"threshold_uncertainty_score":0.09206468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529017425714556,"score_gpt":0.276531742344282,"score_spread":0.2512415680871364,"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."}}