{"id":"W2310185384","doi":"10.14288/1.0073856","title":"Health outcome measures in an aging population : validity, reliability and interpretability","year":2013,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interpretability; Reliability (semiconductor); Outcome (game theory); Population; Psychology; Medicine; Gerontology; Computer science; Environmental health; Artificial intelligence; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06098941,0.0004979529,0.001128996,0.003486839,0.001180402,0.002635147,0.0008976138,0.0007820813,0.0009363711],"category_scores_gemma":[0.1096902,0.000331218,0.00148819,0.004794969,0.001967372,0.0009694536,0.00146837,0.001112154,0.0003795325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00343516,"about_ca_system_score_gemma":0.00478491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0427196,"about_ca_topic_score_gemma":0.05884121,"domain_scores_codex":[0.9503839,0.01767576,0.006470598,0.002458917,0.0222123,0.0007985479],"domain_scores_gemma":[0.8988444,0.05158398,0.01549263,0.004782805,0.02859182,0.0007044083],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003015425,0.0002588485,0.8565781,0.001318939,0.0008304174,0.00008206125,0.002690535,0.0008109388,0.0006802143,0.001515532,0.003453529,0.1314793],"study_design_scores_gemma":[0.00004172835,0.0002851006,0.989135,0.0006691006,0.0001520709,0.0001006273,0.001041022,0.00169007,0.0003896748,0.00111894,0.00534008,0.00003649291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162292,0.0157444,0.02490485,0.004757261,0.0006409285,0.005630999,0.004514859,0.000230737,0.02734682],"genre_scores_gemma":[0.9614968,0.004396806,0.02490033,0.001175391,0.0002489387,0.003545846,0.002418892,0.00006281107,0.001754111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9390106,"threshold_uncertainty_score":0.3225467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1799168198509982,"score_gpt":0.3356850552637782,"score_spread":0.15576823541278,"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."}}