{"id":"W4403072605","doi":"10.1017/cjn.2024.288","title":"Healthcare Cost of Multiple Sclerosis and in Relation to Disability Level in Alberta","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Children's Hospital; University of Calgary; University of Alberta","funders":"University of Alberta; Government of Alberta; Alberta Health Services","keywords":"Medicine; Cohort; Health care; Indirect costs; Confounding; Cohort study; Population; Demography; Gerontology; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006489358,0.0002654253,0.0002629147,0.001406828,0.0004499062,0.0008737031,0.001034767,0.0002917537,0.001519133],"category_scores_gemma":[0.002195794,0.0001436147,0.0004290451,0.002837157,0.0003192468,0.0002611445,0.0007046487,0.0005488548,0.0001086442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02113538,"about_ca_system_score_gemma":0.01131996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9735855,"about_ca_topic_score_gemma":0.9681635,"domain_scores_codex":[0.9993042,0.00007936736,0.00003470247,0.00005264104,0.0003456005,0.0001835197],"domain_scores_gemma":[0.9989064,0.0001241393,0.0002024801,0.00002723216,0.0005236391,0.0002162538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002871437,0.00007241052,0.9792046,0.00008273139,0.0001750634,0.0002492006,0.0001036248,0.004676662,0.0001253554,0.0005833264,0.002552952,0.01188674],"study_design_scores_gemma":[0.00003719612,0.00004088644,0.9944418,0.00004490865,0.00005777048,0.000142995,0.0002411446,0.003667039,0.00005575551,0.0002310911,0.00102808,0.00001144599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879935,0.001638826,0.0001897511,0.0008818317,0.00001844307,0.00002591504,0.005964439,0.00001997451,0.003267417],"genre_scores_gemma":[0.9951174,0.0008470678,0.0002358141,0.00008210794,0.00001321421,0.00001023678,0.002623872,0.000004507443,0.001065888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02641445,"threshold_uncertainty_score":0.1533486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1640131385947668,"score_gpt":0.3498832653685204,"score_spread":0.1858701267737536,"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."}}