{"id":"W2912436088","doi":"10.1111/ene.13925","title":"Prodrome in relapsing‐remitting and primary progressive multiple sclerosis","year":2019,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Dalhousie University; University of Saskatchewan; University of British Columbia","funders":"National Multiple Sclerosis Society","keywords":"Prodrome; Medicine; Multiple sclerosis; Confidence interval; Cohort; Pediatrics; Population; Demography; Internal medicine; Psychiatry; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338373,0.0001490463,0.0004840351,0.0003256598,0.00004609751,0.00002005152,0.0001525162,0.00003535141,0.00003632563],"category_scores_gemma":[0.001308789,0.0001162972,0.00007908128,0.0001896488,0.0001695183,0.0001288482,0.000226599,0.0008538393,0.00003647237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003041724,"about_ca_system_score_gemma":0.00005828615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001825521,"about_ca_topic_score_gemma":9.403713e-7,"domain_scores_codex":[0.9977899,0.000698272,0.0005829697,0.0002617559,0.0003173285,0.000349803],"domain_scores_gemma":[0.9987538,0.0003542166,0.0003541383,0.0001974938,0.0001815055,0.0001588867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001606251,0.0002085293,0.8191497,0.0001622844,0.00007725125,0.001855439,0.0008031419,0.00002293953,0.1427387,0.000003649316,0.0005456282,0.03282651],"study_design_scores_gemma":[0.004675885,0.002479015,0.9886996,0.0003814603,0.00001836035,0.001148416,0.00004866793,0.0001202579,0.0003097929,0.000003756051,0.002030685,0.00008417248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921306,0.001314364,0.000006182034,0.002905439,0.0002157934,0.0003667313,0.000001192982,0.00001505971,0.003044682],"genre_scores_gemma":[0.9971673,0.0005816244,0.001041989,0.0008853948,0.00018849,0.000001723702,9.458933e-7,0.00003976652,0.00009274969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1695498,"threshold_uncertainty_score":0.4742461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04507502950754499,"score_gpt":0.2631818129174017,"score_spread":0.2181067834098567,"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."}}