{"id":"W2146662840","doi":"10.1177/1352458506070775","title":"MSBase: an international, online registry and platform for collaborative outcomes research in multiple sclerosis","year":2006,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":246,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne","funders":"","keywords":"Observational study; Epidemiology; Medicine; Strengthening the reporting of observational studies in epidemiology; Cohort; Disease registry; Cohort study; Data sharing; Population; Family medicine; MEDLINE; Disease; Alternative medicine; Pathology; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02910407,0.0009729299,0.002734958,0.01358579,0.001385368,0.004639024,0.003337107,0.001250919,0.02591362],"category_scores_gemma":[0.06175663,0.0008449149,0.0009559272,0.02137586,0.0006476751,0.005469788,0.006590749,0.00229199,0.01279961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591099,"about_ca_system_score_gemma":0.01302537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005706841,"about_ca_topic_score_gemma":0.006059925,"domain_scores_codex":[0.9839122,0.005286444,0.005124459,0.001800373,0.003290222,0.0005862703],"domain_scores_gemma":[0.8963712,0.02452776,0.02651146,0.02230478,0.01699023,0.01329457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005059777,0.0008733149,0.06385605,0.002260868,0.0008422518,0.0003855674,0.001521929,0.001225264,0.001544002,0.0107529,0.6516405,0.2600376],"study_design_scores_gemma":[0.002809161,0.0006245941,0.1539741,0.00125722,0.000809601,0.0008711857,0.0006065788,0.002251918,0.002211312,0.006193252,0.8281243,0.0002666508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.04729581,0.005558196,0.0563317,0.005167074,0.001213046,0.00693204,0.8255855,0.01365579,0.03826077],"genre_scores_gemma":[0.05839041,0.002777555,0.08510882,0.001109222,0.001030465,0.01013741,0.8289679,0.002166238,0.01031205],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02910407,"threshold_uncertainty_score":0.1539189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3314225773228368,"score_gpt":0.4164774766360156,"score_spread":0.08505489931317883,"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."}}