{"id":"W1970963099","doi":"10.1177/135245850000600207","title":"Cost and health related quality of life consequences of multiple sclerosis","year":2000,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; McMaster University; Nexus Clinical Research (Canada)","funders":"Teva Pharmaceutical Industries","keywords":"Multiple sclerosis; Medicine; Quality of life (healthcare); Health care; Physical therapy; Quality-adjusted life year; Expanded Disability Status Scale; Cost effectiveness; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003962589,0.0004245837,0.001841493,0.0004029548,0.0005435903,0.00006494086,0.0003343686,0.000213998,0.001100201],"category_scores_gemma":[0.003842034,0.0003531504,0.0004259473,0.0006886469,0.001647095,0.0003178951,0.0001394243,0.000878231,0.00002321976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000229121,"about_ca_system_score_gemma":0.0006456407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003624542,"about_ca_topic_score_gemma":0.0004241168,"domain_scores_codex":[0.9937252,0.0007517656,0.002674484,0.0005517711,0.001397491,0.0008993329],"domain_scores_gemma":[0.9952847,0.001102816,0.001201536,0.0005722808,0.0007396706,0.001099029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001497627,0.0007335659,0.7089801,0.0004634639,0.0005665983,0.000004107876,0.001913306,0.0001268325,0.182206,0.000019274,0.00200074,0.1014884],"study_design_scores_gemma":[0.01081473,0.0006746812,0.9740805,0.001595277,0.0000551399,0.00005561806,0.001129668,0.0008027119,0.01017815,0.00003492636,0.0002946914,0.0002839259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883233,0.005274378,0.00007164116,0.004421064,0.0001479426,0.001078243,0.0002086624,0.00006235034,0.0004124052],"genre_scores_gemma":[0.9721153,0.02290741,0.004269067,0.0003357187,0.0001177694,0.00003637192,0.00001959584,0.00005145976,0.0001472877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2651004,"threshold_uncertainty_score":0.9998921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3555741367552577,"score_gpt":0.3816800276124991,"score_spread":0.02610589085724146,"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."}}