{"id":"W2621625949","doi":"","title":"Time Matters in Multiple Sclerosis - International Consensus Recommendations on Diagnosis, Management and Treatment Access","year":2017,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple sclerosis; Consensus conference; Medicine; MEDLINE; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1023204,0.001472944,0.00483515,0.00688031,0.002836335,0.00974841,0.00911346,0.01648678,0.01045115],"category_scores_gemma":[0.2220192,0.001367304,0.006567985,0.006141863,0.004812077,0.0107572,0.01011816,0.02000233,0.003474707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01092658,"about_ca_system_score_gemma":0.04971435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03697853,"about_ca_topic_score_gemma":0.05336959,"domain_scores_codex":[0.9478899,0.02337787,0.01395324,0.001920933,0.01062405,0.00223404],"domain_scores_gemma":[0.7801231,0.1440628,0.01880424,0.004787033,0.04156445,0.01065832],"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":[0.0004541517,0.0003896319,0.006107911,0.009577421,0.001088346,0.0001871216,0.001109665,0.00140595,0.00009127249,0.03305694,0.5301737,0.4163578],"study_design_scores_gemma":[0.001160287,0.000304439,0.01412593,0.1515537,0.003373001,0.0004683586,0.004199107,0.001908345,0.0004229943,0.1425902,0.6795781,0.0003153911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001052315,0.1616389,0.005264332,0.8073328,0.01451539,0.0003647812,0.001301451,0.0001248443,0.008405209],"genre_scores_gemma":[0.0662809,0.3536814,0.0806051,0.4458822,0.03291276,0.004300692,0.005982278,0.0004346056,0.00992005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1023204,"threshold_uncertainty_score":0.5411283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6165821991277017,"score_gpt":0.4623450580123497,"score_spread":0.1542371411153521,"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."}}