{"id":"W2778626176","doi":"10.1186/s12955-017-0828-0","title":"Discriminative ability of quality of life measures in multiple sclerosis","year":2017,"lang":"en","type":"article","venue":"Health and Quality of Life Outcomes","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; Hotchkiss Brain Institute; University of Calgary; University of Manitoba","funders":"Canadian Institutes of Health Research; Alberta Health; Public Health Agency; Crohn's and Colitis Canada; Research Manitoba; Multiple Sclerosis Society; Public Health Agency of Canada; University of Calgary; Cumming School of Medicine, University of Calgary; Alberta Innovates; Multiple Sclerosis Society of Canada; Alberta Health Services","keywords":"Quality of life (healthcare); Comorbidity; Medicine; Disease; Depression (economics); Physical therapy; Multiple sclerosis; Clinical psychology; Gerontology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01111544,0.0004554765,0.0006772159,0.001493041,0.0002835598,0.000930321,0.0004909194,0.0006160285,0.001272953],"category_scores_gemma":[0.03547897,0.0002199119,0.001223834,0.001230768,0.0005154904,0.0005786165,0.001122452,0.0008731846,0.0001993562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005476105,"about_ca_system_score_gemma":0.0004314044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578756,"about_ca_topic_score_gemma":0.001973539,"domain_scores_codex":[0.9946219,0.002698777,0.0005580671,0.0005473073,0.001336989,0.0002369612],"domain_scores_gemma":[0.9696642,0.02011961,0.006289922,0.001294681,0.001606029,0.001025548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002891352,0.00006356608,0.9879386,0.0000542511,0.0003588421,0.00002145007,0.00008674321,0.0002647923,0.0001066332,0.00007263298,0.0001500241,0.01059334],"study_design_scores_gemma":[0.0000243076,0.0002369214,0.9975361,0.00003524234,0.00007444186,0.0001182411,0.00008387039,0.001226699,0.0001027975,0.0003082685,0.00024349,0.000009645557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943905,0.001819287,0.001320022,0.0001907063,0.00005474352,0.00006234224,0.0008036558,0.0000246928,0.001334068],"genre_scores_gemma":[0.998865,0.000120146,0.000539812,0.00002771011,0.00001640813,0.00003603559,0.0003405726,0.000002897017,0.00005137118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111544,"threshold_uncertainty_score":0.05878478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5339355884153548,"score_gpt":0.4875106417541624,"score_spread":0.0464249466611924,"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."}}