{"id":"W2140925893","doi":"10.1177/1352458511434068","title":"Epidemiology in multiple sclerosis has had its day: there are no more unanswered questions - No","year":2011,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Multiple sclerosis; Epidemiology; Medicine; Clinical neurology; MEDLINE; Psychology; Neuroscience; Psychiatry; Biology; Pathology","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":[0.07013027,0.001372254,0.004879528,0.003579825,0.00492456,0.01654075,0.003728362,0.01461618,0.01528812],"category_scores_gemma":[0.1254857,0.0009289224,0.002720169,0.005750197,0.01556033,0.03602029,0.00763747,0.0152659,0.003638553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004707601,"about_ca_system_score_gemma":0.01412545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009257603,"about_ca_topic_score_gemma":0.01579514,"domain_scores_codex":[0.9699343,0.01928825,0.003431343,0.002646668,0.003678581,0.00102085],"domain_scores_gemma":[0.8079728,0.1170924,0.01494372,0.01623471,0.03359947,0.01015693],"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":[0.000889304,0.0008084247,0.06124641,0.02050753,0.00334672,0.0005345134,0.005701868,0.0004931223,0.0009457266,0.1082936,0.4537935,0.3434394],"study_design_scores_gemma":[0.0004108605,0.000536754,0.05157312,0.02996109,0.001992231,0.001047579,0.02801617,0.0005385641,0.0003593793,0.2122948,0.6727595,0.0005100812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001800754,0.2956872,0.001431141,0.6745405,0.02408669,0.00002224254,0.0002696923,0.0000490983,0.00211266],"genre_scores_gemma":[0.07512482,0.2119231,0.0063604,0.5818819,0.1196316,0.000159764,0.0005773307,0.0000704605,0.00427068],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07013027,"threshold_uncertainty_score":0.3708887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3837436415628885,"score_gpt":0.3428027299823878,"score_spread":0.04094091158050067,"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."}}