{"id":"W2134894009","doi":"10.1016/j.msard.2015.10.004","title":"Systematic review and meta-analysis of interventions for depression and anxiety in persons with multiple sclerosis","year":2015,"lang":"en","type":"review","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Calgary; George & Fay Yee Centre for Healthcare Innovation; University of Manitoba","funders":"Canadian Institutes of Health Research; Dalhousie University; Multiple Sclerosis Society of Canada; Research Manitoba","keywords":"Medicine; Anxiety; Meta-analysis; Depression (economics); PsycINFO; CINAHL; MEDLINE; Population; Psychological intervention; Randomized controlled trial; Clinical trial; Psychiatry; Clinical psychology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001762748,0.0008508677,0.01072154,0.001152697,0.0002381496,0.00006110666,0.0002003543,0.0004721452,0.0000389542],"category_scores_gemma":[0.00183016,0.0005068624,0.0026264,0.001739811,0.0005272219,0.0001613189,0.0003060605,0.0005943815,0.000001215955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101749,"about_ca_system_score_gemma":0.00009611301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003647253,"about_ca_topic_score_gemma":0.001193619,"domain_scores_codex":[0.9951055,0.0005950252,0.00202418,0.001170877,0.0005584669,0.0005459583],"domain_scores_gemma":[0.9962374,0.001256195,0.001058609,0.0007507771,0.0003105792,0.0003864394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00006400234,0.0004003975,0.001549908,0.8299914,0.1414698,8.432021e-7,0.0004554198,0.000008562851,0.000005086092,0.000003179628,0.0001779314,0.0258735],"study_design_scores_gemma":[0.00315251,0.0002706848,0.002639684,0.2356884,0.7543109,0.000008831727,0.0005280096,0.0008947652,6.283569e-7,0.000002547825,0.001948239,0.0005547351],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002484363,0.9885854,0.00004769651,0.0002334423,0.00002085924,0.009878826,0.0009010345,0.00004434633,0.00004003352],"genre_scores_gemma":[0.007844049,0.9874913,0.0006867195,0.00003710668,0.000005019841,0.00332341,0.0003317222,0.00009706539,0.0001836131],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6128411,"threshold_uncertainty_score":0.9997383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1842183961771095,"score_gpt":0.3661625790416798,"score_spread":0.1819441828645703,"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."}}