{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002988477,0.0004981649,0.0009543844,0.001273266,0.001051393,0.0005072883,0.0005908663,0.000298596,0.0000776996],"category_scores_gemma":[0.004240683,0.0004193825,0.0002501344,0.001001898,0.0007193843,0.001097786,0.0003449132,0.001469489,0.00001199672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008341905,"about_ca_system_score_gemma":0.0003750901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265715,"about_ca_topic_score_gemma":0.005791787,"domain_scores_codex":[0.9944836,0.0003123204,0.001235079,0.0008925147,0.00176083,0.001315648],"domain_scores_gemma":[0.9941763,0.002148745,0.0003543772,0.0006569945,0.002056243,0.0006073937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001953723,0.002048625,0.8877503,0.0001163211,0.0002391004,0.00004148308,0.0007379416,0.0001712528,0.07479333,0.00006797774,0.004868363,0.02721157],"study_design_scores_gemma":[0.01684116,0.0006865125,0.9604632,0.0008884414,0.00003899469,0.00004892649,0.00403482,0.00918043,0.002640489,0.0001497723,0.00462456,0.0004027023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906428,0.0008746436,0.0002337405,0.004679776,0.00042935,0.0018502,0.0008058853,0.00008291811,0.0004006111],"genre_scores_gemma":[0.9743502,0.003788301,0.01952949,0.0002152973,0.001044754,0.0003098537,0.0002773598,0.0001011425,0.0003835971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07271288,"threshold_uncertainty_score":0.9998258,"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."}}