{"id":"W1995014141","doi":"10.2190/pm.43.1.d","title":"Disability in a Community Population with MS with and without Mental Disorders","year":2012,"lang":"en","type":"article","venue":"The International Journal of Psychiatry in Medicine","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; University of Calgary","funders":"","keywords":"Mental health; Population; Census; Clinical psychology; Psychiatry; Psychology; Medicine; Gerontology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003752141,0.0002676104,0.0003453046,0.001328093,0.0008140978,0.0005462794,0.0002740766,0.0004227786,0.001727538],"category_scores_gemma":[0.001449496,0.0001972982,0.0003174767,0.00119798,0.0004089547,0.0005544299,0.0008173601,0.0003765519,0.0001890248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000562041,"about_ca_system_score_gemma":0.0005480943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04611086,"about_ca_topic_score_gemma":0.05167634,"domain_scores_codex":[0.999576,0.0001083864,0.00003808706,0.00008593158,0.00009891069,0.00009257199],"domain_scores_gemma":[0.9995508,0.00006710793,0.0001559477,0.00001536892,0.00008077687,0.0001300008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001074733,0.0001031996,0.9973626,0.00001358174,0.00004694253,0.0001555804,0.0004809816,0.00002596874,0.0001434981,0.00001497663,0.00009372819,0.00145159],"study_design_scores_gemma":[0.00001275086,0.0001915362,0.9979183,0.000007717497,0.00001700819,0.0003455995,0.001270188,0.00009729178,0.00001861037,0.00002125201,0.00009521875,0.000004621024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999585,0.00007644475,0.00001226948,0.00002299051,0.000001789382,0.000007656247,0.0001244187,9.039861e-7,0.0001686572],"genre_scores_gemma":[0.999613,0.00007233271,0.00001885636,0.00001843029,0.000005252216,0.000008572067,0.0001697731,3.65324e-7,0.0000934814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04611086,"threshold_uncertainty_score":0.09168494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03450539943644196,"score_gpt":0.374715404864685,"score_spread":0.340210005428243,"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."}}