{"id":"W4387900987","doi":"10.1093/eurpub/ckad160.565","title":"Exploring the heterogeneity of obesity: A Public Health Perspective","year":2023,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Body mass index; Obesity; Waist; Weight loss; Medicine; Psychological intervention; Public health; Anthropometry; Health promotion; Gerontology; Environmental health; Internal medicine; Psychiatry","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":[0.05405628,0.0005407381,0.00165031,0.006127849,0.0009842479,0.0067144,0.001912877,0.003235094,0.006333925],"category_scores_gemma":[0.1058371,0.0004274203,0.00170243,0.004521848,0.003677513,0.006888004,0.004426024,0.004531031,0.0001894186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003186115,"about_ca_system_score_gemma":0.004144657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953255,"about_ca_topic_score_gemma":0.004314745,"domain_scores_codex":[0.9671299,0.02563327,0.001351272,0.00173992,0.003142342,0.001003206],"domain_scores_gemma":[0.8329666,0.1450764,0.01018133,0.004773004,0.005649859,0.001352878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006536648,0.0003041546,0.1551245,0.01223862,0.00615427,0.002310481,0.01003701,0.004615599,0.0009123434,0.3525477,0.05259905,0.4025026],"study_design_scores_gemma":[0.0001439299,0.0007345415,0.1649592,0.02334806,0.004079134,0.005185345,0.02659318,0.008575683,0.0008629809,0.6199495,0.1453018,0.0002667261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07611963,0.1808863,0.05872197,0.6587945,0.003216765,0.0002884634,0.002534646,0.0001056737,0.01933198],"genre_scores_gemma":[0.8859031,0.066581,0.01067336,0.02689425,0.007880286,0.0003111635,0.0008551726,0.0000536194,0.0008480811],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05405628,"threshold_uncertainty_score":0.2858804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2942650156143439,"score_gpt":0.3629220896332866,"score_spread":0.06865707401894278,"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."}}