{"id":"W2061725332","doi":"10.1176/pn.46.1.psychnews_46_1_025","title":"Depression, Anxiety Meds Linked to Development of Obesity","year":2011,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Mood; Psychiatry; Obesity; Psychology; Medicine; Clinical psychology; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00124623,0.0001791797,0.0003584703,0.0002225002,0.0009756138,0.000003253436,0.0003707318,0.0002795602,0.002400778],"category_scores_gemma":[0.0001762147,0.0001523732,0.00006662241,0.0005849416,0.0000210653,0.0001756166,0.0002014886,0.0006294254,0.002570582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007786023,"about_ca_system_score_gemma":0.0008375772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00175895,"about_ca_topic_score_gemma":0.003674415,"domain_scores_codex":[0.9972903,0.0004313158,0.00100958,0.0003659231,0.000323144,0.0005798001],"domain_scores_gemma":[0.9981201,0.0002225438,0.0005540119,0.0004963038,0.0002022599,0.0004047668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001549312,0.0004447195,0.9188476,0.0005947204,0.00002258424,6.552056e-7,0.02365492,3.44321e-7,0.00006239179,0.0004032693,0.03804935,0.01776452],"study_design_scores_gemma":[0.0005820398,0.00006171498,0.7253426,0.0001043923,0.00003065727,6.779328e-7,0.002613339,0.000003506448,0.00008177366,0.0005247938,0.2704846,0.0001699851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095213,0.0006607551,0.003513532,0.001008992,0.002351713,0.001367459,0.000007057433,0.0001365605,0.08143257],"genre_scores_gemma":[0.8390625,0.0004008394,0.1535817,0.003698279,0.0005689269,0.0001744167,0.000007493571,0.00003466661,0.002471203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2324352,"threshold_uncertainty_score":0.9985111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0953420243690832,"score_gpt":0.4161483235310834,"score_spread":0.3208062991620002,"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."}}