{"id":"W4408389186","doi":"10.1016/j.cjca.2025.02.037","title":"Obesity and Public Health—Dare We Have Hope?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Obesity; Public health; Environmental health; Family medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01331951,0.001361613,0.00420212,0.002805051,0.00465492,0.01424187,0.002120539,0.02280197,0.01782435],"category_scores_gemma":[0.02735909,0.0007479773,0.002022494,0.002970547,0.01244525,0.01795538,0.006069621,0.02471081,0.004113893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004602242,"about_ca_system_score_gemma":0.01969636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03314885,"about_ca_topic_score_gemma":0.05945471,"domain_scores_codex":[0.996403,0.001479596,0.0002888774,0.0003587317,0.0007747064,0.0006951725],"domain_scores_gemma":[0.9675213,0.01489416,0.002289817,0.001177498,0.006985242,0.007132078],"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":[0.0007354884,0.0005833585,0.01429014,0.003259223,0.0008004467,0.0008036023,0.001816443,0.000365463,0.0003957786,0.08555293,0.6648439,0.2265533],"study_design_scores_gemma":[0.0004124652,0.0002684776,0.01740612,0.01065864,0.0006515193,0.0006065032,0.01660733,0.0003734424,0.0001315781,0.1984129,0.7540907,0.0003803766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004113221,0.1833344,0.0001072076,0.8043546,0.01046508,0.000003005242,0.00006871032,0.00001675465,0.001238935],"genre_scores_gemma":[0.02749039,0.4418613,0.001007318,0.4356878,0.08926018,0.00005263726,0.0001766951,0.00002353182,0.004440139],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03314885,"threshold_uncertainty_score":0.07044113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286482601469947,"score_gpt":0.2656936183961797,"score_spread":0.2428287923814802,"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."}}