{"id":"W4413459181","doi":"10.7759/cureus.90206","title":"Trends in Obesity Among Canadian Adults: A Population-Level Database Analysis","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa","funders":"","keywords":"Medicine; Obesity; Population; Database; Demography; Environmental health; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001890741,0.0005411333,0.0008789678,0.00669036,0.002278307,0.001838558,0.001557605,0.0004773733,0.002838467],"category_scores_gemma":[0.006094038,0.0004307429,0.001481093,0.02245523,0.0004295648,0.0005144273,0.001068955,0.0008706988,0.0004852023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02734484,"about_ca_system_score_gemma":0.05297895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921301,"about_ca_topic_score_gemma":0.992956,"domain_scores_codex":[0.9970983,0.0001635411,0.0003827634,0.0004327811,0.001426331,0.0004962979],"domain_scores_gemma":[0.9939829,0.0003154162,0.0008574536,0.0002472219,0.004105786,0.0004914022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001849047,0.00007354363,0.9748303,0.000618854,0.0005164046,0.00009592831,0.0003194087,0.0004556911,0.0001416249,0.0002803691,0.01266458,0.009818333],"study_design_scores_gemma":[0.00003213187,0.000031547,0.9928114,0.0001628399,0.0002183042,0.00009278434,0.0005269862,0.0008270386,0.00007495626,0.00003890553,0.005156166,0.00002701484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.508867,0.003592026,0.0009755302,0.0009085196,0.00004802598,0.0007544004,0.4788373,0.0001301579,0.005886971],"genre_scores_gemma":[0.8014345,0.003997395,0.004270694,0.0005089179,0.00004132593,0.0008621435,0.1875963,0.00003712655,0.001251535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02734484,"threshold_uncertainty_score":0.1984016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973115508120121,"score_gpt":0.2946476443561263,"score_spread":0.2749164892749251,"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."}}