{"id":"W1856687084","doi":"10.1177/1352458515599073","title":"Adverse health behaviours are associated with depression and anxiety in multiple sclerosis: A prospective multisite study","year":2015,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; St. Francis Xavier University; University of Manitoba; University of Calgary; Dalhousie University; University of British Columbia","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Anxiety; Depression (economics); Medicine; Psychiatry; Multiple sclerosis; Incidence (geometry); Mental health; Odds ratio; Prospective cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003086991,0.0007267229,0.001489956,0.0007409583,0.0009006154,0.0002034154,0.000328922,0.0002370207,0.00003175511],"category_scores_gemma":[0.004093843,0.0005597182,0.0002072448,0.001117483,0.0003989016,0.0007325574,0.0004220682,0.001856601,0.00001228009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790712,"about_ca_system_score_gemma":0.0004478404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002447424,"about_ca_topic_score_gemma":0.01822685,"domain_scores_codex":[0.9932093,0.0009072272,0.001182788,0.001155626,0.002084397,0.00146063],"domain_scores_gemma":[0.9952183,0.0004025499,0.0008849424,0.000625247,0.001160527,0.001708403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002322952,0.003857024,0.9717817,0.00003434804,0.0003529147,0.0001081777,0.008002684,0.0002362376,0.001544007,2.17518e-7,0.0007399806,0.01101978],"study_design_scores_gemma":[0.04356829,0.00221457,0.9308112,0.003138454,0.0001299589,0.00009246525,0.01688117,0.002300641,0.0003091873,0.000003123466,0.00003719576,0.0005136922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933233,0.001560954,0.00009187645,0.0006891942,0.0001988187,0.003789046,0.00011784,0.0001716051,0.00005733338],"genre_scores_gemma":[0.996079,0.001069254,0.001837731,0.0002303813,0.0001957156,0.000347214,0.00003067344,0.0001307924,0.00007928619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04124534,"threshold_uncertainty_score":0.999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374907556558438,"score_gpt":0.3196705339360339,"score_spread":0.1821797782801901,"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."}}