{"id":"W7135435541","doi":"","title":"NICE at 25:A Quarter Century of Evidence, Values and Innovation in Health","year":2024,"lang":"en","type":"book","venue":"Explore Bristol Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nice; Quarter (Canadian coin); Public health; Face (sociological concept)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.06130767,0.0003084188,0.00167754,0.004445311,0.0001989946,0.0001191616,0.0004687375,0.0004388946,0.0003608569],"category_scores_gemma":[0.006709401,0.0003596662,0.0001106479,0.001169058,0.0003380583,0.000505577,0.0003622779,0.001183081,0.002649853],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004696096,"about_ca_system_score_gemma":0.001793517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234136,"about_ca_topic_score_gemma":0.0003124843,"domain_scores_codex":[0.9894112,0.001052505,0.007065824,0.001185557,0.0005182349,0.0007666833],"domain_scores_gemma":[0.993255,0.003020474,0.002343117,0.0008366232,0.0003462015,0.0001986248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004443862,0.00005748282,0.002538723,0.008073788,0.00005920922,0.000005178326,0.01026801,0.000005621056,0.000001152203,0.1320739,0.8461975,0.0006750165],"study_design_scores_gemma":[0.0004241059,0.0003262021,0.00232184,0.005150893,0.000003491232,0.00000636712,0.002319759,0.0004357454,0.000002039631,0.1408573,0.8477407,0.0004116351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.07281502,0.4523348,0.0002616797,0.2272365,0.003792225,0.009613609,0.002078147,0.0002233384,0.2316447],"genre_scores_gemma":[0.04050165,0.03621656,0.0009172126,0.003949558,0.001629781,0.0007017518,0.0005969191,0.0002950921,0.9151915],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6835468,"threshold_uncertainty_score":0.9998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7833444911197095,"score_gpt":0.5658231374323548,"score_spread":0.2175213536873547,"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."}}