{"id":"W1979274228","doi":"10.1212/wnl.57.5.889","title":"Determinants of overall quality of life in secondary progressive MS: A longitudinal study","year":2001,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Quality of life (healthcare); Medicine; Mental health; Health related quality of life; Distress; SF-36; Longitudinal study; Physical therapy; Gerontology; Psychology; Clinical psychology; Psychiatry; Internal medicine; Pathology","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":[0.001313669,0.0003308541,0.0004273332,0.0005789056,0.0005818066,0.0006847673,0.0002742574,0.0005752748,0.0008250865],"category_scores_gemma":[0.003161259,0.0003138132,0.0004912136,0.0006114667,0.000341936,0.0005596507,0.0005328231,0.001126949,0.0002269752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467423,"about_ca_system_score_gemma":0.000375999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004564928,"about_ca_topic_score_gemma":0.004603586,"domain_scores_codex":[0.9994578,0.0001913939,0.00005468319,0.0000826771,0.0001060238,0.0001074833],"domain_scores_gemma":[0.9982503,0.0002359688,0.0005554205,0.0001030343,0.0002934401,0.0005617737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001992035,0.0001362896,0.9983729,0.000004667581,0.00006794306,0.00008999379,0.0001705608,0.0000245341,0.000107787,0.000009562251,0.00006872868,0.000747921],"study_design_scores_gemma":[0.00002300215,0.0003867756,0.9987918,0.000004721682,0.00002780127,0.0002606855,0.0001855303,0.0001161654,0.00002622575,0.00001856454,0.000154014,0.000004775135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995657,0.0001247033,0.00003187979,0.00003555305,0.000003218627,0.000006789581,0.0001114801,0.000001030346,0.0001196192],"genre_scores_gemma":[0.9995664,0.00005043381,0.00003717778,0.00002961646,0.000006447062,0.00001137828,0.0002247124,8.801955e-7,0.00007290323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004564928,"threshold_uncertainty_score":0.009076715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225986195030321,"score_gpt":0.4144557497601793,"score_spread":0.2918571302571472,"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."}}