{"id":"W1986750297","doi":"10.1016/j.dhjo.2014.10.002","title":"Predictors of institutionalization for people with multiple sclerosis","year":2014,"lang":"en","type":"article","venue":"Disability and health journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"National Multiple Sclerosis Society","keywords":"Institutionalisation; Medicine; Multiple sclerosis; Disease; Activities of daily living; Proportional hazards model; Physical therapy; Pediatrics; Gerontology; Physical medicine and rehabilitation; Internal medicine; Psychiatry","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":[0.0007313323,0.0002649541,0.000354928,0.0009713613,0.001661065,0.001250354,0.0005057455,0.0007230214,0.003922869],"category_scores_gemma":[0.004765302,0.0002317072,0.0009363742,0.001434606,0.0005417541,0.0009393325,0.001295998,0.002114755,0.0002191186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007237528,"about_ca_system_score_gemma":0.001581255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02705033,"about_ca_topic_score_gemma":0.03215797,"domain_scores_codex":[0.9990464,0.0002382036,0.0001264337,0.00007954273,0.0001179113,0.0003914349],"domain_scores_gemma":[0.9943921,0.0007242089,0.002626892,0.0002491449,0.0004716884,0.001536059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005573284,0.00004527014,0.9988278,0.000004993309,0.00002644767,0.00003867783,0.00008533685,0.00001599676,0.00002339845,0.00002318731,0.00009642977,0.0007566381],"study_design_scores_gemma":[0.000002247796,0.00004053849,0.9991112,0.00000828686,0.00001602889,0.00008734994,0.0005571552,0.00005611522,0.00001298128,0.00003384163,0.000071366,0.00000292477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978651,0.0003902885,0.00003973285,0.0003050809,0.00001624747,0.00000850724,0.0002611821,0.000004757456,0.001109066],"genre_scores_gemma":[0.999445,0.0001206641,0.00003076292,0.00003926919,0.0000210396,0.000003983948,0.0001763295,0.000001532607,0.0001613647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02705033,"threshold_uncertainty_score":0.05378574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049760759997897,"score_gpt":0.3565767601859872,"score_spread":0.2516006841861974,"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."}}