{"id":"W2139424528","doi":"10.1136/acupmed-2012-010152","title":"Inconsistencies in Nice Guidance for Acupuncture: Reanalysis and Discussion","year":2012,"lang":"en","type":"article","venue":"Acupuncture in Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Medicine; Nice; Acupuncture; Guideline; Placebo; Physical therapy; Quality-adjusted life year; Economic evaluation; Clinical trial; Cost effectiveness; Cost–utility analysis; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01867279,0.0003876235,0.001868168,0.0006123408,0.00010218,0.00002013342,0.0002255917,0.0002382692,0.0001626227],"category_scores_gemma":[0.01215214,0.0002024785,0.000113218,0.0004664446,0.0001601439,0.0005107681,0.0000669931,0.0002588765,0.00005788347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004293948,"about_ca_system_score_gemma":0.00004696377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000829,"about_ca_topic_score_gemma":0.001672776,"domain_scores_codex":[0.9954375,0.0002496467,0.003072913,0.0005346065,0.0001275265,0.0005777929],"domain_scores_gemma":[0.9961336,0.002049911,0.001034076,0.0005174017,0.0000482198,0.0002168309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005977263,0.0000925333,0.9185836,0.0006760121,0.00007003698,0.000001849803,0.01082411,0.00007663424,0.00004035668,0.01884397,0.04946224,0.00126893],"study_design_scores_gemma":[0.003489562,0.0001626487,0.6555685,0.0008141994,0.00007307179,0.00002298481,0.008602402,0.002521678,0.00001606148,0.03111027,0.2969227,0.0006959448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4484668,0.07490842,0.009275077,0.4568361,0.002646293,0.003210165,0.0001789058,0.00009290272,0.004385301],"genre_scores_gemma":[0.9760467,0.0004610691,0.003602195,0.01779703,0.0009373107,0.0002377832,0.00006874836,0.00003558174,0.0008136075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5275798,"threshold_uncertainty_score":0.9961689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3001606825088333,"score_gpt":0.4515697934451715,"score_spread":0.1514091109363382,"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."}}