{"id":"W2091145027","doi":"10.1038/ncpneuro0528","title":"Are anxiety disorders undertreated in patients with multiple sclerosis?","year":2007,"lang":"en","type":"letter","venue":"Nature Clinical Practice Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Anxiety; Multiple sclerosis; Medicine; Psychiatry; 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":[0.001808639,0.0001691896,0.001004306,0.0007432565,0.001401539,0.001932847,0.0006425578,0.006285767,0.002310243],"category_scores_gemma":[0.01926785,0.0003322661,0.0006898492,0.001853231,0.0010306,0.002410777,0.0005322846,0.004056497,0.0003990725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009504139,"about_ca_system_score_gemma":0.001616937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051527,"about_ca_topic_score_gemma":0.02461141,"domain_scores_codex":[0.9974394,0.001083298,0.0004494265,0.0001556917,0.0003898598,0.0004823225],"domain_scores_gemma":[0.9862365,0.007224638,0.002782881,0.000484756,0.001500057,0.001771193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009570994,0.0002113453,0.9028801,0.0003193401,0.0004767744,0.01393355,0.001568059,0.00005018253,0.0004840501,0.0009901318,0.03996552,0.038164],"study_design_scores_gemma":[0.0003933304,0.0003138102,0.9528825,0.0008572842,0.0004702658,0.01846172,0.008085373,0.0002518203,0.000122459,0.003901606,0.01419356,0.00006615106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4716381,0.03850887,0.0001678934,0.4690841,0.004687022,0.00003531348,0.0005433406,0.00001946513,0.01531584],"genre_scores_gemma":[0.859715,0.0102149,0.0002316644,0.1177276,0.01086522,0.00004202401,0.0001357657,0.000006334839,0.001061444],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01051527,"threshold_uncertainty_score":0.02090812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06909195782937186,"score_gpt":0.3841418013409353,"score_spread":0.3150498435115634,"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."}}