{"id":"W3121215711","doi":"","title":"Public Health Ethics and Obesity Prevention: The Trouble with Data and Ethics","year":2014,"lang":"en","type":"article","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Public health; Obesity; Information ethics; Medical ethics; Political science; Public relations; Environmental health; Medicine; Engineering ethics; Psychology; Law; Nursing; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3119108,0.0007625706,0.002837149,0.004330984,0.01485911,0.03335083,0.004623262,0.02832237,0.008922028],"category_scores_gemma":[0.4330169,0.001838729,0.001017657,0.005621993,0.125919,0.05793665,0.01529896,0.05647368,0.002204393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009394805,"about_ca_system_score_gemma":0.04123806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160205,"about_ca_topic_score_gemma":0.01381214,"domain_scores_codex":[0.6917123,0.2632753,0.008683004,0.00688208,0.02514801,0.004299434],"domain_scores_gemma":[0.1817391,0.7577477,0.007267145,0.02489579,0.01836063,0.009989637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000485323,0.00006764782,0.0009028788,0.0005038296,0.00003791219,0.000143565,0.01648775,0.0001324509,0.000107556,0.7259719,0.2126848,0.04291106],"study_design_scores_gemma":[0.00009438461,0.00002777471,0.0006193842,0.002910477,0.00002552475,0.0002082555,0.01633833,0.0003818731,0.000151726,0.7370563,0.2420879,0.00009813577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007078745,0.005824289,0.005501389,0.9771665,0.002346023,0.00001926029,0.00003895204,0.00003508796,0.008360607],"genre_scores_gemma":[0.226409,0.02238191,0.03301357,0.6756421,0.02730631,0.0008462968,0.000176714,0.0007433115,0.01348068],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3119108,"threshold_uncertainty_score":0.8485365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4247429386854651,"score_gpt":0.4531573583578756,"score_spread":0.02841441967241043,"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."}}