{"id":"W3158510341","doi":"10.14740/jem.v11i2.737","title":"Treating Obesity: Lifestyle, New Options in Pharmacotherapy, and the Obesogenic Environment","year":2021,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pharmacotherapy; Obesity; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001304581,0.0004517957,0.0008115264,0.0005959771,0.0004929413,0.002247579,0.0005380764,0.001382818,0.004619959],"category_scores_gemma":[0.001484505,0.0001486647,0.0004194685,0.000569575,0.00116158,0.00259005,0.0009050136,0.002661522,0.0006033611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005226909,"about_ca_system_score_gemma":0.001197383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117059,"about_ca_topic_score_gemma":0.005399802,"domain_scores_codex":[0.999374,0.0002645372,0.00004514904,0.00004519634,0.0002229121,0.00004826166],"domain_scores_gemma":[0.9992729,0.0003166189,0.000140542,0.00003029377,0.0001129559,0.000126741],"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":[0.001626204,0.002142323,0.00677193,0.003747644,0.0003029334,0.0007401733,0.0005117049,0.0005298452,0.005261822,0.01968529,0.03683078,0.9218494],"study_design_scores_gemma":[0.001592634,0.004939924,0.08230247,0.01524706,0.0008875544,0.00523281,0.004204555,0.002798234,0.002817417,0.09681552,0.7829431,0.0002187247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02303306,0.7353623,0.003251456,0.2172133,0.003741348,0.00003037462,0.0001134244,0.00006251314,0.01719237],"genre_scores_gemma":[0.1246739,0.8100375,0.008631253,0.03847121,0.01143104,0.00006529791,0.0001008078,0.00004012699,0.006548906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004619959,"threshold_uncertainty_score":0.01545531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161235013975892,"score_gpt":0.2917236527073599,"score_spread":0.2756001513097707,"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."}}