{"id":"W2953691119","doi":"10.1186/s12883-019-1367-6","title":"A multi-site, randomized controlled trial of MS INFoRm, a fatigue self-management website for persons with multiple sclerosis: rationale and study protocol","year":2019,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Queen's University","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Multiple sclerosis; Medicine; Randomized controlled trial; Neurochemistry; Protocol (science); Neurology; Neurosurgery; Physical therapy; Physical medicine and rehabilitation; Alternative medicine; Surgery; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001247054,0.0002733063,0.001816939,0.00028229,0.0001092533,0.00002240417,0.0001138602,0.00008223402,0.00003431794],"category_scores_gemma":[0.001139812,0.0001728119,0.0002561454,0.0001576196,0.0001904689,0.00009494562,0.0001438199,0.0001800568,0.000006823615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001824932,"about_ca_system_score_gemma":0.0001163226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003834579,"about_ca_topic_score_gemma":0.000288433,"domain_scores_codex":[0.9974779,0.0004674208,0.0007261329,0.0004832247,0.0004803305,0.0003649681],"domain_scores_gemma":[0.9965298,0.002325539,0.0003558679,0.0003811712,0.0002973244,0.0001103621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9323651,0.002064463,0.06168575,0.0005336285,0.001045376,0.000003097938,0.001143439,0.00009002556,0.0008703538,0.00001783275,0.00009714456,0.00008376616],"study_design_scores_gemma":[0.9032037,0.008372798,0.06203191,0.000052013,0.0003713158,0.00000350901,0.000239346,0.02519245,0.00003220386,0.000001552446,0.0003711946,0.0001279715],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5459205,0.000008894068,0.0006285511,0.0001862382,0.00005003857,0.4529459,0.00001584747,0.00004976745,0.0001942],"genre_scores_gemma":[0.4936058,0.00001135842,0.00673683,0.0001473953,0.00005508326,0.4990325,0.000009043362,0.00002628021,0.0003757176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05231474,"threshold_uncertainty_score":0.7047066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06779090731936284,"score_gpt":0.3339357851803606,"score_spread":0.2661448778609978,"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."}}