{"id":"W2056901430","doi":"10.1016/j.jval.2014.08.612","title":"Nice's Proposed Value-Based Assessment of Health Technologies: Concerns of Inconsistent Consideration of Social Values","year":2014,"lang":"en","type":"article","venue":"Value in Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Nice; Value (mathematics); Data science; Psychology; Computer science; Statistics; Mathematics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2312778,0.003754561,0.009762966,0.01684693,0.004973569,0.03162706,0.01793224,0.04803821,0.003642541],"category_scores_gemma":[0.4727277,0.003093741,0.01289302,0.0110983,0.03565579,0.01713615,0.0156117,0.04840876,0.001176902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01724548,"about_ca_system_score_gemma":0.02753101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01651558,"about_ca_topic_score_gemma":0.0220104,"domain_scores_codex":[0.5421212,0.2971911,0.03256265,0.009989335,0.1118608,0.006274924],"domain_scores_gemma":[0.5509146,0.3262408,0.01529813,0.02104159,0.07759402,0.008910804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003477013,0.0001551308,0.002156153,0.002504983,0.001363336,0.0002196173,0.001784501,0.005256161,0.000191467,0.8166777,0.1229411,0.04640212],"study_design_scores_gemma":[0.000657903,0.0004666241,0.003350099,0.007661964,0.001449108,0.0008069549,0.0006300033,0.01155769,0.0007375089,0.8272705,0.144849,0.0005626307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007703017,0.02826642,0.1578932,0.695987,0.01358621,0.00131361,0.002421382,0.0005032928,0.09232588],"genre_scores_gemma":[0.2853341,0.007213787,0.4136139,0.272684,0.01247487,0.003132676,0.0008731688,0.000429374,0.004244155],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2312778,"threshold_uncertainty_score":0.9479713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3967750386639887,"score_gpt":0.4619698324915159,"score_spread":0.06519479382752724,"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."}}