{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000464589,0.0001197357,0.0007418766,0.0001837224,0.00002069711,0.000001848173,0.0001261586,0.00007478149,0.00021353],"category_scores_gemma":[0.001381036,0.00009923302,0.00006843729,0.0001814445,0.0002649375,0.00004245363,0.0001821194,0.0003236689,0.000003978048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001215662,"about_ca_system_score_gemma":0.0001265885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176321,"about_ca_topic_score_gemma":0.001909232,"domain_scores_codex":[0.9980888,0.0003691447,0.000615412,0.0003022474,0.0003249278,0.0002995168],"domain_scores_gemma":[0.9988527,0.0003512302,0.0002225921,0.0003258834,0.0001594315,0.00008813787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004077489,0.001410376,0.987888,0.0001467688,0.00005208933,0.0002851032,0.0005437788,0.000001627148,0.001616053,0.000004280765,0.00005926776,0.003915205],"study_design_scores_gemma":[0.004655067,0.004556681,0.9903045,0.0000221138,0.00001370812,0.00002247841,0.00006410426,0.0000571622,0.0001792133,0.00001638059,0.00005495235,0.00005366237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979249,0.0002717788,0.000001033694,0.0003411595,0.00005564439,0.0007700819,0.000009382748,0.00001167765,0.0006144005],"genre_scores_gemma":[0.9995127,0.0001002791,0.00003624912,0.0002153813,0.00004570854,0.00005785676,0.000001426685,0.00001077335,0.00001964548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003861542,"threshold_uncertainty_score":0.4046605,"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."}}