{"id":"W147302247","doi":"","title":"Treatment experience, burden, and unmet needs (TRIBUNE) in multiple sclerosis: the costs and utilities of MS patients in Canada.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple sclerosis; Expanded Disability Status Scale; Quality of life (healthcare); Demographics; Disease; Disease burden; Relapsing remitting; Burden of disease; Physical therapy; Internal medicine; Pediatrics; Demography; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002251212,0.0001305057,0.000299722,0.0001459888,0.00005269948,0.0000091094,0.00005775374,0.00003146401,0.000005380999],"category_scores_gemma":[0.0006392541,0.00008256177,0.00001762184,0.0002784978,0.000209242,0.00009845482,0.00009815397,0.00008684759,1.99812e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006099599,"about_ca_system_score_gemma":0.00008356136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6944272,"about_ca_topic_score_gemma":0.6134036,"domain_scores_codex":[0.9986861,0.00008115191,0.0002588075,0.0001388047,0.0003163779,0.0005187039],"domain_scores_gemma":[0.9992015,0.0003437546,0.0000491002,0.0001742917,0.00005210702,0.0001792459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001068857,0.00008956719,0.9087043,0.00002701548,0.00002567075,5.878945e-7,0.005804052,5.754982e-7,0.00003605611,0.000006146747,0.00008130639,0.08511788],"study_design_scores_gemma":[0.003092966,0.0000380908,0.9847268,0.00004440216,0.0000102079,7.650588e-7,0.009853723,0.00007178609,0.0008620022,9.245422e-7,0.001229704,0.00006856013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953734,0.002295018,1.690868e-7,0.0005917366,0.00006327098,0.00134909,0.00004183883,0.00000492052,0.0002805768],"genre_scores_gemma":[0.9961334,0.001920368,0.00001165373,0.00004061629,0.00003949277,0.001756626,0.000006707979,0.000008601484,0.00008248769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08504932,"threshold_uncertainty_score":0.3936508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07589976785951703,"score_gpt":0.2575713410354192,"score_spread":0.1816715731759022,"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."}}