{"id":"W4220667425","doi":"10.4324/9781315658087","title":"Rethinking Obesity","year":2022,"lang":"en","type":"book","venue":"","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Obesity; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002874152,0.0002692948,0.0005625301,0.0001739088,0.004382897,0.00001045749,0.0004567637,0.0009896017,0.3501112],"category_scores_gemma":[0.0002544247,0.0002612624,0.0001284128,0.00007966525,0.00004709116,0.0001851503,0.0007671394,0.007615834,0.01847046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262378,"about_ca_system_score_gemma":0.004668629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005212892,"about_ca_topic_score_gemma":0.002185927,"domain_scores_codex":[0.996309,0.00117949,0.0007371553,0.0004756322,0.0006241005,0.0006745508],"domain_scores_gemma":[0.9953924,0.002799806,0.0008549967,0.0006340964,0.0001260964,0.0001926097],"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":[0.00002115638,0.00003160309,0.0005516855,0.001782161,0.00002817981,0.00002604914,0.003650397,2.706921e-7,1.346574e-7,0.09949712,0.8940299,0.0003813456],"study_design_scores_gemma":[0.0002043632,0.00005263007,0.0004067581,0.0003562268,0.00005455248,0.000001483733,0.0004175555,0.000003883409,7.742562e-8,0.08303262,0.915232,0.0002378346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007675323,0.0008392944,0.00002477003,0.002935421,0.003191229,0.001159419,0.00004858616,0.0004360719,0.9912885],"genre_scores_gemma":[0.00003470097,0.001009861,0.0005151386,0.01556291,0.001646469,0.0001222994,0.0002322941,0.00007142382,0.9808049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3316407,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463827863959162,"score_gpt":0.4623399293662036,"score_spread":0.3159571429702874,"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."}}