{"id":"W2059570867","doi":"10.1089/jwh.2008.1175","title":"Association between Obesity and Depression in Canadians","year":2009,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Ottawa","funders":"","keywords":"Underweight; Depression (economics); Medicine; Obesity; Demography; Gerontology; Overweight; 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":[0.0004327627,0.0002046456,0.000327163,0.001066102,0.001370812,0.0005298576,0.0004608822,0.0003333684,0.002070705],"category_scores_gemma":[0.001870891,0.0002151202,0.0003840388,0.002354047,0.0003307765,0.0001164531,0.0003732303,0.0004960333,0.0001062061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005013906,"about_ca_system_score_gemma":0.005504868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9555337,"about_ca_topic_score_gemma":0.9679496,"domain_scores_codex":[0.9994609,0.0000403588,0.00002702382,0.00006775775,0.0002463768,0.0001575248],"domain_scores_gemma":[0.9989591,0.00007170502,0.0002568286,0.00002127077,0.0004407121,0.0002503988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005711155,0.0000138221,0.9962172,0.00002385532,0.00005788586,0.00008504875,0.0001471237,0.00002560398,0.00008357589,0.00003535061,0.0005757807,0.002677735],"study_design_scores_gemma":[0.000003958336,0.000006760071,0.9994718,0.00001241634,0.00001211823,0.00006746105,0.0001252476,0.0000487532,0.000007847109,0.000007197245,0.0002343189,0.000002114366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940339,0.001378422,0.00004505085,0.0003983633,0.00001700238,0.00001780186,0.002116722,0.000004712429,0.001988139],"genre_scores_gemma":[0.9980122,0.0005934909,0.00007690123,0.00008498417,0.000009063923,0.000006829312,0.0009044979,0.000001508461,0.0003105196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04446632,"threshold_uncertainty_score":0.08945632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387065096797405,"score_gpt":0.2929993376235496,"score_spread":0.2791286866555755,"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."}}