{"id":"W2114080475","doi":"10.1177/1352458511417835","title":"Multiple sclerosis and depression","year":2011,"lang":"en","type":"review","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":335,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Multiple sclerosis; Psychosocial; Depression (economics); Medicine; Quality of life (healthcare); Mood; Randomized controlled trial; Psychiatry; Clinical psychology; Mindfulness; Mood disorders; Affect (linguistics); Psychology; Anxiety; Internal medicine","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":[0.0006981076,0.0006805313,0.001667635,0.001925804,0.0002952967,0.001037259,0.0004691845,0.001033734,0.004520219],"category_scores_gemma":[0.001404723,0.0002073371,0.0004278416,0.003104771,0.0004616486,0.0008603291,0.0006357884,0.0009542843,0.001886107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005742019,"about_ca_system_score_gemma":0.001522187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293945,"about_ca_topic_score_gemma":0.00426106,"domain_scores_codex":[0.999534,0.0001298253,0.00008649749,0.0000540739,0.0001678807,0.00002766926],"domain_scores_gemma":[0.9993974,0.0003297588,0.000117396,0.00001448588,0.0001030889,0.00003796878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004973731,0.00004368164,0.0003800722,0.03183479,0.0001980946,0.000189824,0.0001177387,0.0000854715,0.0005076966,0.00152617,0.03208625,0.9329804],"study_design_scores_gemma":[0.00006416548,0.0001717215,0.007387981,0.02663483,0.0004725546,0.005286179,0.0003377313,0.00005320576,0.0003453105,0.003467511,0.9557504,0.00002839015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005698851,0.9992235,0.00001875913,0.0001587241,0.00006771749,0.00000308823,0.000006572822,0.000002213941,0.0004624532],"genre_scores_gemma":[0.0008238545,0.9985136,0.00007008302,0.0001608963,0.00008853192,0.00000566977,0.00001327791,4.5221e-7,0.0003235325],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004520219,"threshold_uncertainty_score":0.01512158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2937370974242926,"score_gpt":0.3576205899484753,"score_spread":0.06388349252418274,"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."}}