{"id":"W6884620995","doi":"10.11575/prism/35774","title":"Adverse health behaviours are associated with depression and anxiety in multiple sclerosis: A prospective multisite study","year":2016,"lang":"en","type":"other","venue":"University of Calgary","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Mental health; Odds; Incidence (geometry); Odds ratio; Prospective cohort study; Hospital Anxiety and Depression Scale","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002249758,0.0002686262,0.0007981264,0.000432957,0.0001204634,0.000003444098,0.0001214538,0.0001948332,0.0002354896],"category_scores_gemma":[0.0001312717,0.0002179168,0.00007130446,0.0001915403,0.0003363547,0.0000611285,0.0002436266,0.0003566299,0.00000536006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000404047,"about_ca_system_score_gemma":0.0001310605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01225028,"about_ca_topic_score_gemma":0.06019941,"domain_scores_codex":[0.9982398,0.0001892627,0.0001578038,0.0005572275,0.0005162821,0.0003396545],"domain_scores_gemma":[0.9989075,0.00008697504,0.0003575296,0.0003063037,0.000128415,0.0002132437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007683865,0.0009967247,0.9830071,0.0001077801,0.0003185176,0.00009160206,0.001434515,2.26676e-7,0.00004695201,4.673583e-7,0.007474842,0.005752915],"study_design_scores_gemma":[0.01342368,0.0005055626,0.9762163,0.005480204,0.0001099855,0.00000142824,0.003068647,0.00003128784,0.000007683358,2.640134e-7,0.0009584635,0.0001965093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520564,0.00205492,0.0001390629,0.0002610803,0.00007417215,0.009415944,0.0006144485,0.0003281031,0.03505585],"genre_scores_gemma":[0.9086275,0.002845098,0.0007973846,0.00003619695,0.00003319536,0.000009666215,0.00006864777,0.0002018006,0.08738052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05232468,"threshold_uncertainty_score":0.9943272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948022732514163,"score_gpt":0.2620797627930927,"score_spread":0.2325995354679511,"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."}}