{"id":"W2148201659","doi":"10.12927/hcq.2012.23151","title":"Evidence and Quality, Practicalities and Judgments: Some Experience from NICE","year":2012,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Nice; Excellence; Quality (philosophy); Psychological intervention; Principal (computer security); Health care; Evidence-based practice; Medicine; Best practice; Evidence-based medicine; Public relations; Psychology; Nursing; Alternative medicine; Political science; Computer science; Law","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":["metaresearch"],"category_scores_codex":[0.5365176,0.001512263,0.006987803,0.009859148,0.004936235,0.02867718,0.008052281,0.01917736,0.002545475],"category_scores_gemma":[0.6729285,0.002337024,0.003453793,0.01416035,0.03620496,0.02069548,0.02059232,0.03020419,0.0008019567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02681659,"about_ca_system_score_gemma":0.0354023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393645,"about_ca_topic_score_gemma":0.0113968,"domain_scores_codex":[0.4366644,0.3842634,0.08506645,0.006943549,0.08152577,0.005536566],"domain_scores_gemma":[0.2042989,0.6481924,0.01847911,0.02896067,0.08885965,0.01120922],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006007114,0.0001655502,0.003784364,0.01949015,0.001216131,0.001723786,0.05277753,0.002551087,0.0004955131,0.1778463,0.2771752,0.4621736],"study_design_scores_gemma":[0.0003635303,0.0004852512,0.004611064,0.04603815,0.0003763353,0.002649872,0.0179568,0.001636357,0.0006596691,0.1687408,0.7559276,0.0005546924],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004513768,0.3364784,0.01357621,0.6209729,0.00360281,0.0003458491,0.0001125068,0.0001383963,0.02025906],"genre_scores_gemma":[0.2956698,0.3805103,0.1233962,0.1832334,0.009920676,0.001508809,0.0004520378,0.001152712,0.004156188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4634824,"threshold_uncertainty_score":0.5715564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.574245686821952,"score_gpt":0.4977561863690962,"score_spread":0.07648950045285574,"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."}}