{"id":"W2037708424","doi":"10.1016/s2049-0801(13)70022-0","title":"Screening for and Management of Obesity in Adults: U.S. Preventive Services Task Force Recommendation Statement: A Policy Review","year":2013,"lang":"en","type":"review","venue":"Annals of Medicine and Surgery","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Task force; Statement (logic); Obesity; Management of obesity; Family medicine; Weight loss; Pathology; Public administration; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008142162,0.001040117,0.002848517,0.005804155,0.0006005038,0.001119767,0.002303093,0.002583342,0.004587917],"category_scores_gemma":[0.01944858,0.000612641,0.002779554,0.005736564,0.0006137558,0.001418309,0.0009804146,0.002766483,0.001348961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002938214,"about_ca_system_score_gemma":0.01451355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02332617,"about_ca_topic_score_gemma":0.03855943,"domain_scores_codex":[0.9974959,0.0006040244,0.0006214268,0.0001765976,0.001000862,0.0001011019],"domain_scores_gemma":[0.9916586,0.004253625,0.001526137,0.0001066821,0.002199523,0.0002553934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001152474,0.0001315602,0.0009402765,0.1370317,0.0006451588,0.00007490734,0.0001106838,0.0001860349,0.0001438932,0.001283687,0.1042362,0.7551006],"study_design_scores_gemma":[0.0002640996,0.0001583827,0.0066537,0.4774482,0.003985557,0.000372995,0.0002329532,0.0002131467,0.000265875,0.00204823,0.5082921,0.00006468902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001627519,0.9895834,0.0002640469,0.007387495,0.0008989701,0.0002678809,0.0004278437,0.00001296131,0.0009946717],"genre_scores_gemma":[0.0009025928,0.994845,0.001075755,0.002184992,0.0002607397,0.0001961876,0.0002943754,0.000003184144,0.0002371114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02332617,"threshold_uncertainty_score":0.04638076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2900275561756341,"score_gpt":0.5489002884203865,"score_spread":0.2588727322447524,"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."}}