{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008263375,0.0003454743,0.0003453986,0.0007174989,0.0008993029,0.0008078996,0.0005135302,0.0006981139,0.00127502],"category_scores_gemma":[0.00208148,0.000586582,0.0006937968,0.001243054,0.0003561125,0.0004795527,0.0007834186,0.0009555863,0.0001898117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007472421,"about_ca_system_score_gemma":0.0008777309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08058625,"about_ca_topic_score_gemma":0.1332092,"domain_scores_codex":[0.9993414,0.0001829377,0.00008180191,0.0001248549,0.0001531243,0.0001158326],"domain_scores_gemma":[0.9979219,0.0002077245,0.0008244408,0.0001481043,0.0003545678,0.0005433233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004279572,0.0000279811,0.9995015,0.000006466717,0.00004755722,0.00003175256,0.00006213032,0.000006189881,0.00005608223,0.000002843995,0.00003362174,0.0001811344],"study_design_scores_gemma":[0.000005711743,0.00004294496,0.9997048,0.000004791284,0.0000181787,0.00007411277,0.00007945114,0.00002768051,0.000006476038,0.000002758886,0.00003108225,0.000001931422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991055,0.0001868024,0.00003263995,0.00004379908,0.000003623297,0.00002147782,0.0004311178,0.000001774907,0.0001732669],"genre_scores_gemma":[0.9992697,0.0001400984,0.0000701512,0.00003452135,0.000006328153,0.00001737475,0.0003427909,0.000001141856,0.0001179034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08058625,"threshold_uncertainty_score":0.1602344,"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."}}