{"id":"W4307382730","doi":"10.1093/eurpub/ckac129.355","title":"Obesity, body weight stigma and biomedical oversimplification: moving beyond BMI","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Weight loss; Overweight; Obesity; Body mass index; Medicine; Dyslipidemia; Disease; Diabetes mellitus; Gerontology; Environmental health; Endocrinology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01273177,0.000585644,0.0006796401,0.002194601,0.002988104,0.00700104,0.00132754,0.002871331,0.006073491],"category_scores_gemma":[0.02295579,0.0003126847,0.0009578208,0.00118788,0.02036739,0.008265482,0.007130655,0.00842598,0.0005460076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005299084,"about_ca_system_score_gemma":0.004829811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005303525,"about_ca_topic_score_gemma":0.005942241,"domain_scores_codex":[0.9916198,0.006035643,0.0002210619,0.0004182598,0.001227299,0.0004779092],"domain_scores_gemma":[0.9734157,0.01889671,0.002376236,0.001615737,0.00214478,0.001550866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001741374,0.0002406913,0.02136343,0.001707927,0.0001890709,0.001565388,0.07444346,0.0005837729,0.0004566409,0.5749831,0.04661968,0.2776727],"study_design_scores_gemma":[0.00003963096,0.0001470255,0.02446606,0.01027386,0.0001528002,0.002464735,0.07279941,0.002143485,0.0005664289,0.7024962,0.1843023,0.0001481474],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08605776,0.1178994,0.0147395,0.7067255,0.006656673,0.00006693094,0.0001032139,0.00007603229,0.06767514],"genre_scores_gemma":[0.8951524,0.04280404,0.005093045,0.04924013,0.003793088,0.000072624,0.00005787611,0.00007302007,0.003713767],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01273177,"threshold_uncertainty_score":0.06733286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09884285023534896,"score_gpt":0.4076519334237586,"score_spread":0.3088090831884097,"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."}}