{"id":"W2804338188","doi":"10.1159/000488799","title":"Comorbidities Are Associated with Altered Health Services Use in Multiple Sclerosis: A Prospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University; University of Manitoba; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Comorbidity; Medical prescription; Anxiety; Health care; Pharmacy; Depression (economics); Cohort; Cohort study; Population; Family medicine; Psychiatry; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001652201,0.0003619505,0.001547077,0.0002986955,0.0003020682,0.00002652762,0.000215509,0.0001112316,0.00004837389],"category_scores_gemma":[0.005444693,0.0002709523,0.00007704096,0.0005499804,0.0006533248,0.0001804182,0.0002299054,0.0006428955,0.00003392823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003566315,"about_ca_system_score_gemma":0.0001347172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006101871,"about_ca_topic_score_gemma":0.06553673,"domain_scores_codex":[0.9949512,0.001924807,0.0007570059,0.0009523202,0.0004334874,0.0009812074],"domain_scores_gemma":[0.9957609,0.002368869,0.0004680958,0.0006399619,0.0004990876,0.0002631111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008758621,0.001059652,0.9938619,0.00006980384,0.0003040468,0.00004330687,0.001702296,0.00001265227,0.0002437788,0.000005980449,0.001689587,0.0001311715],"study_design_scores_gemma":[0.005362051,0.004608579,0.9858512,0.0006000639,0.00004137163,0.00001159309,0.002025046,0.001131794,0.00004950147,0.00001170859,0.0001240376,0.0001830653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993812,0.0001185971,0.00001319367,0.001683834,0.0001862444,0.003799526,0.00006365704,0.0001878207,0.0001351152],"genre_scores_gemma":[0.9948593,0.0002720726,0.0001832436,0.003576416,0.0002297905,0.0006451963,0.00004116604,0.00005478747,0.0001380515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05943486,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166828278450016,"score_gpt":0.3575283270410166,"score_spread":0.1907000485910006,"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."}}