{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001628721,0.0001049253,0.0002642098,0.000138537,0.00005567156,0.000007048185,0.0001859205,0.00002385162,0.00003608335],"category_scores_gemma":[0.0002063221,0.00004909739,0.00002162342,0.000149922,0.0004219524,0.0001731545,0.00005017905,0.0006258081,3.363924e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690601,"about_ca_system_score_gemma":0.00004046794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228064,"about_ca_topic_score_gemma":0.01465329,"domain_scores_codex":[0.9984704,0.0001831149,0.0003631082,0.00006345316,0.0007611011,0.0001588789],"domain_scores_gemma":[0.9993369,0.0001540923,0.0001835433,0.0001373411,0.00009801189,0.00009008914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002150136,0.0005837218,0.9910441,0.00003366655,0.0001257557,9.757661e-7,0.003129268,0.0000137317,0.0001024595,0.00008272701,0.0001625478,0.002570879],"study_design_scores_gemma":[0.00553936,0.000872868,0.9869407,0.001017776,0.00003271472,0.0001782781,0.004875965,0.00007980711,0.000005663974,0.0002782003,0.0001289291,0.00004973527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549965,0.000560987,0.00003061124,0.04338836,0.0002938074,0.0002384327,0.00000184486,0.000003391223,0.000486057],"genre_scores_gemma":[0.9980155,0.0003890004,0.0008771186,0.0002779841,0.0004072351,0.000006116155,0.00000601422,0.00000883849,0.00001225331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04311038,"threshold_uncertainty_score":0.817688,"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."}}