{"id":"W2899172313","doi":"10.1177/1352458518809326","title":"International consensus on quality standards for brain health-focused care in multiple sclerosis","year":2018,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Sanofi Genzyme; Novartis Pharma; Genentech; National Institutes of Health; TG Therapeutics; CSL Behring; IC Design Education Center; National Institute of Neurological Disorders and Stroke; Teva Pharmaceutical Industries; Merck KGaA; Atara Biotherapeutics; MedDay Pharmaceuticals; GlaxoSmithKline; Biogen; Celgene; Sanofi","keywords":"Multiple sclerosis; Consensus conference; Medicine; Quality (philosophy); MEDLINE; Political science; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004760101,0.0005815767,0.001213526,0.0008873213,0.001163096,0.0002676226,0.0005696235,0.0002600708,0.0003409349],"category_scores_gemma":[0.0155032,0.0005139719,0.000578289,0.0005723182,0.00070415,0.0001995824,0.0002309153,0.001108577,0.00004994775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980867,"about_ca_system_score_gemma":0.001128523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006267249,"about_ca_topic_score_gemma":0.00362608,"domain_scores_codex":[0.9927561,0.000701539,0.00171792,0.0009337539,0.002425482,0.001465226],"domain_scores_gemma":[0.9923813,0.002429801,0.0006599453,0.000700476,0.00296412,0.0008644044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01921988,0.001622585,0.3440147,0.0004915149,0.0007542631,0.00002304119,0.00987544,0.0001402831,0.07509124,0.00007182117,0.1311476,0.4175476],"study_design_scores_gemma":[0.04016377,0.003781005,0.8575075,0.002736318,0.0000342682,0.00003132055,0.003864103,0.003085218,0.008217597,0.00003611373,0.07988023,0.0006625447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416628,0.001012394,0.00161706,0.04613605,0.002277891,0.003120749,0.002557643,0.0001982297,0.001417206],"genre_scores_gemma":[0.9786382,0.001014737,0.01534019,0.002502011,0.001920667,0.0002252027,0.0000957483,0.0001160479,0.0001471879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5134928,"threshold_uncertainty_score":0.9997312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2335579228717815,"score_gpt":0.4088597309730535,"score_spread":0.175301808101272,"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."}}