{"id":"W3015051092","doi":"10.1177/1352458520908163","title":"Fatigue, sleep disorders, anaemia and pain in the multiple sclerosis prodrome","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre; University of British Columbia; University of Saskatchewan; Dalhousie University; University of British Columbia Hospital","funders":"National Multiple Sclerosis Society","keywords":"Medicine; Prodrome; Multiple sclerosis; Population; Cohort; Internal medicine; Physical therapy; Pediatrics; Odds ratio; Psychiatry; Psychosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005424527,0.0002765816,0.0003027857,0.0009653272,0.0005029284,0.0005084797,0.0003012559,0.0003383766,0.002011015],"category_scores_gemma":[0.001468866,0.0002495378,0.0003251121,0.001227098,0.0002896078,0.00024065,0.0004078151,0.0004891637,0.0001530763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006285647,"about_ca_system_score_gemma":0.0009228046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04969893,"about_ca_topic_score_gemma":0.06817311,"domain_scores_codex":[0.9996727,0.00006216301,0.00004267454,0.00006924291,0.00009234726,0.00006090831],"domain_scores_gemma":[0.9987075,0.0001347897,0.0008052249,0.00003787016,0.0001272815,0.0001873536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009583086,0.00001955206,0.9980889,0.00003141206,0.00003214076,0.0001592954,0.00004995155,0.00001903889,0.0001559282,0.00001424767,0.00007204357,0.001261575],"study_design_scores_gemma":[0.000003646757,0.00003553307,0.9994899,0.00001037094,0.00001104966,0.000305635,0.00003082927,0.00002012981,0.00001083215,0.00001261345,0.00006846253,9.266859e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973063,0.001537426,0.00004549813,0.0001141184,0.000007212353,0.00001843426,0.0005151777,0.000003472151,0.0004522229],"genre_scores_gemma":[0.9988027,0.000449884,0.00009362608,0.00003572218,0.00001026981,0.000007473151,0.0004275742,9.829048e-7,0.0001719258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04969893,"threshold_uncertainty_score":0.09881926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433686939893574,"score_gpt":0.2943785699359468,"score_spread":0.1510098759465894,"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."}}