{"id":"W2023797462","doi":"10.1191/1352458505ms1144oa","title":"The relationship between depression and interferon beta-1a therapy in patients with multiple sclerosis","year":2005,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Depression (economics); Discontinuation; Medicine; Multiple sclerosis; Internal medicine; Clinical trial; Psychiatry; Rating scale; Clinical psychology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004181801,0.0002101935,0.001154714,0.00106976,0.0002976246,0.0006783194,0.0002334593,0.0006346584,0.0006497381],"category_scores_gemma":[0.01394902,0.0002736001,0.0009504714,0.001787102,0.0003041568,0.0003510193,0.0003682114,0.0007412808,0.00007340301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003105036,"about_ca_system_score_gemma":0.0002325997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007825143,"about_ca_topic_score_gemma":0.001674454,"domain_scores_codex":[0.9959686,0.002146454,0.0008544815,0.0002970397,0.0006243108,0.000109195],"domain_scores_gemma":[0.9831772,0.007772455,0.00713981,0.0006599149,0.0007414685,0.0005090749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002205341,0.00005249952,0.9845089,0.0002207361,0.003003062,0.0001977517,0.000062705,0.00008514113,0.0003887845,0.0000237282,0.000118094,0.009133291],"study_design_scores_gemma":[0.000145644,0.000722084,0.9968016,0.00003880174,0.0009459535,0.0007478842,0.00003790785,0.0001528502,0.00007778646,0.00005922322,0.0002636818,0.000006564369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644772,0.03349349,0.0003040921,0.0004170013,0.00003493371,0.0000390116,0.0003304924,0.000007521222,0.0008961764],"genre_scores_gemma":[0.9977154,0.00178626,0.0001413101,0.0000969498,0.00005073036,0.000015116,0.0001469057,0.000001107476,0.00004624438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004181801,"threshold_uncertainty_score":0.02211577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1391694580439447,"score_gpt":0.305925328844874,"score_spread":0.1667558708009293,"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."}}