{"id":"W1534773079","doi":"10.1177/1352458515579444","title":"Level of education and multiple sclerosis risk after adjustment for known risk factors: The EnvIMS study","year":2015,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Universitetet i Bergen; Helse Vest; Multiple Sclerosis Society of Canada; Multiple Sclerosis Society; Fondazione Italiana Sclerosi Multipla","keywords":"Medicine; Multiple sclerosis; Socioeconomic status; Mononucleosis; Case-control study; Risk factor; Disease; Vitamin D and neurology; Demography; Internal medicine; Environmental health; Immunology; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001151211,0.0003157646,0.0004479807,0.0006426075,0.0003656576,0.000677846,0.0004644542,0.0005213256,0.001330295],"category_scores_gemma":[0.002090503,0.000276704,0.0009149009,0.001045811,0.000184955,0.0003765856,0.0005185387,0.0006802988,0.0001401508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784066,"about_ca_system_score_gemma":0.0004500804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273518,"about_ca_topic_score_gemma":0.01355213,"domain_scores_codex":[0.9995472,0.0001484545,0.00004961744,0.00008851104,0.00007099973,0.0000952253],"domain_scores_gemma":[0.999036,0.0001632114,0.0003680452,0.0001111162,0.00009177656,0.0002298881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003723452,0.00003955996,0.9982567,0.00001288639,0.0002274242,0.00007695735,0.00006936305,0.00003085532,0.0001043191,0.00001324247,0.00009656196,0.000699684],"study_design_scores_gemma":[0.00002270622,0.0001114349,0.9993104,0.00001146027,0.0001197762,0.00007628206,0.00007656747,0.00007346973,0.0000245658,0.00001213029,0.00015902,0.000002256691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998481,0.0006170076,0.0000747605,0.0000577867,0.00001234333,0.000006936239,0.0004123615,0.0000028117,0.0003350254],"genre_scores_gemma":[0.9989619,0.000153502,0.000082407,0.00002039683,0.00001124015,0.000009835281,0.0005377012,0.000002583936,0.0002204073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01273518,"threshold_uncertainty_score":0.02532214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2976707891108616,"score_gpt":0.3490772758925649,"score_spread":0.05140648678170323,"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."}}