{"id":"W2082428529","doi":"10.1212/01.wnl.0000095964.34294.b4","title":"Major depression in multiple sclerosis","year":2003,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":529,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Measles; Diphtheria; Demography; Population; Environmental health; Pediatrics; Vaccination; Immunology","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":[0.0004681348,0.0001939041,0.0005987421,0.0006119541,0.0008366674,0.0009347925,0.000295945,0.0004503063,0.01230555],"category_scores_gemma":[0.005108989,0.0001254023,0.0003794643,0.001137225,0.0002300138,0.000609745,0.0006275752,0.001064132,0.001334972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099971,"about_ca_system_score_gemma":0.0007920993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0142105,"about_ca_topic_score_gemma":0.01867189,"domain_scores_codex":[0.9995648,0.0001202968,0.00006163074,0.00007060113,0.00009313112,0.00008947862],"domain_scores_gemma":[0.9989427,0.0002243017,0.0003950518,0.00004757376,0.0002046943,0.0001857504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005666777,0.000453353,0.6162283,0.001855961,0.0008089043,0.002048668,0.00172699,0.0002761927,0.0004661799,0.005583204,0.1187596,0.251226],"study_design_scores_gemma":[0.0001197868,0.0001958792,0.9484845,0.001869241,0.000330714,0.004837441,0.001451449,0.0004816493,0.0001168127,0.010775,0.03129455,0.00004306999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6680515,0.08228736,0.001044363,0.06628736,0.001423392,0.0003805963,0.01379391,0.0001764538,0.1665551],"genre_scores_gemma":[0.9699219,0.01616881,0.0004561,0.005462875,0.0004947631,0.0001470649,0.002005828,0.00001146799,0.005331149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0142105,"threshold_uncertainty_score":0.04116619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08578254758797468,"score_gpt":0.3074817010172866,"score_spread":0.2216991534293119,"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."}}