{"id":"W3127617025","doi":"","title":"The canadian prospective cohort (CANPROCO) study to understand progression in multiple sclerosis: rationale and baseline characteristics","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple sclerosis; Expanded Disability Status Scale; Clinically isolated syndrome; Cohort; Prospective cohort study; Internal medicine; Cohort study; Physical therapy; Observational study; Disease; Clinical trial; Immunology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002400544,0.0004337632,0.0007098028,0.0003350717,0.002198825,0.0006523207,0.0003397176,0.0001129629,0.00005868065],"category_scores_gemma":[0.008065622,0.0003100087,0.0001216834,0.0008356041,0.0003047214,0.0002907959,0.0002703311,0.001166543,0.00003560324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128605,"about_ca_system_score_gemma":0.0007675703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005220631,"about_ca_topic_score_gemma":0.1941429,"domain_scores_codex":[0.9954832,0.0004431041,0.000963203,0.0007417124,0.001360768,0.001008011],"domain_scores_gemma":[0.9960485,0.000702801,0.0002420286,0.0003592614,0.0008814858,0.001765954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001322448,0.000493023,0.9675771,0.00003911455,0.0002244178,0.0000499265,0.007607058,0.00004914704,0.006007834,0.000005332858,0.002123157,0.01450145],"study_design_scores_gemma":[0.006918373,0.001112787,0.9744776,0.0005011066,0.00007076618,0.00002160538,0.008286583,0.006842127,0.0004188485,0.000007299417,0.001026158,0.0003167352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754732,0.0005094087,0.0002425286,0.01682484,0.0001994275,0.00646298,0.0001257916,0.00005994446,0.0001018861],"genre_scores_gemma":[0.9954969,0.000985811,0.001410654,0.00104357,0.0005696255,0.000347357,0.00002316916,0.00006919741,0.00005369002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889222,"threshold_uncertainty_score":0.9999352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1408359873091039,"score_gpt":0.3140552544641764,"score_spread":0.1732192671550725,"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."}}