{"id":"W1997941847","doi":"10.1371/journal.pone.0099780","title":"Associations between Anxiety, Depression, Antidepressant Medication, Obesity and Weight Gain among Canadian Women","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; Cancer Care Ontario","funders":"Canadian Breast Cancer Research Alliance; Cancer Care Ontario","keywords":"Anxiety; Depression (economics); Medicine; Weight gain; Obesity; Antidepressant; Overweight; Population; Psychiatry; Internal medicine; Body weight","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004386364,0.0003307932,0.0003193853,0.001255185,0.001588327,0.0005828531,0.000607334,0.0003344118,0.00194873],"category_scores_gemma":[0.001260828,0.0002882748,0.0004686677,0.002239221,0.0004416445,0.0001568306,0.0003231785,0.0004506587,0.0001207583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006403545,"about_ca_system_score_gemma":0.006719172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9708901,"about_ca_topic_score_gemma":0.9799896,"domain_scores_codex":[0.9996662,0.0000227218,0.00002246773,0.00006868724,0.0001405577,0.00007930772],"domain_scores_gemma":[0.9993041,0.00005880187,0.0002015658,0.00002792531,0.0002697693,0.0001378469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005448159,0.00001190612,0.9973555,0.00002774303,0.00005168525,0.00005380456,0.0001142071,0.00001778396,0.000154978,0.00002428571,0.0002919327,0.001841753],"study_design_scores_gemma":[0.000004943448,0.0000113326,0.9994994,0.0000132504,0.00002937586,0.00006210614,0.00009818418,0.00004946951,0.00002219476,0.000008003153,0.000199109,0.000002586786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950335,0.00145937,0.00006086265,0.0002710002,0.00001344809,0.00002115173,0.001818477,0.000006532346,0.00131576],"genre_scores_gemma":[0.9973575,0.0009763073,0.000145511,0.00008610846,0.000008515954,0.000009247005,0.0009276431,0.00000181849,0.0004872876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0291099,"threshold_uncertainty_score":0.05856258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949650588436622,"score_gpt":0.2238829820424225,"score_spread":0.2043864761580562,"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."}}