{"id":"W4307228431","doi":"10.1159/000527131","title":"Obesity in Adults: A 2022 Adapted Clinical Practice Guideline for Ireland","year":2022,"lang":"en","type":"review","venue":"Obesity Facts","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Novo Nordisk; University College Dublin; Health Service Executive","keywords":"Medicine; Psychological intervention; Weight management; Obesity; Overweight; Health care; Guideline; Gerontology; Physical therapy; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.02139299,0.001963127,0.002955426,0.006426272,0.001832483,0.004532488,0.005398591,0.01075997,0.01063623],"category_scores_gemma":[0.06369509,0.001203194,0.007580501,0.005776088,0.00172304,0.003076291,0.005325952,0.01179483,0.009494822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02076181,"about_ca_system_score_gemma":0.06398883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1052237,"about_ca_topic_score_gemma":0.1537355,"domain_scores_codex":[0.9738721,0.009033924,0.007773749,0.0009397974,0.006306984,0.002073485],"domain_scores_gemma":[0.9575864,0.007243125,0.003796453,0.0006282879,0.02690822,0.00383752],"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":[0.00007862817,0.000169472,0.001437736,0.005118907,0.00008712281,0.0004977047,0.0004058875,0.0005534787,0.000182213,0.001928868,0.8486424,0.1408975],"study_design_scores_gemma":[0.0008729168,0.0001627735,0.01122197,0.0573884,0.0003134384,0.001285097,0.000641932,0.001242161,0.0002006906,0.003542687,0.9229196,0.00020834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0038647,0.09138888,0.03567038,0.5606331,0.03334179,0.03932222,0.03976136,0.002793455,0.1932241],"genre_scores_gemma":[0.02902807,0.1376925,0.331723,0.2630035,0.008032064,0.06968605,0.09723513,0.001063906,0.0625357],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1052237,"threshold_uncertainty_score":0.2092226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2385382149754128,"score_gpt":0.5609802969320329,"score_spread":0.3224420819566201,"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."}}