{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007908238,0.0001247883,0.0004349881,0.0001607888,0.0002390184,0.00002195438,0.0000875624,0.0001642986,0.0002101477],"category_scores_gemma":[0.001037013,0.0001100209,0.00003754845,0.0002011333,0.00006422018,0.0001108587,0.00003971914,0.0002163904,0.00002858262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478108,"about_ca_system_score_gemma":0.0001544624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039562,"about_ca_topic_score_gemma":0.00389,"domain_scores_codex":[0.9986166,0.0001102923,0.0002858864,0.0002626434,0.0003599101,0.0003646873],"domain_scores_gemma":[0.9984657,0.0003418512,0.0001187001,0.0003078051,0.0001174476,0.0006485655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003737349,0.0001477628,0.9965209,0.00003145728,0.0002174275,0.000002408723,0.0003368825,1.230001e-7,0.0001012949,0.00005701871,0.001574942,0.001006068],"study_design_scores_gemma":[0.0004922754,0.00001953361,0.9964861,0.00008085176,0.0002715408,0.000001250269,0.00002496472,0.0001100018,0.001227122,0.0004164117,0.0007449771,0.0001249985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938728,0.0001314889,0.00006235535,0.002272374,0.00005209295,0.0002433917,0.00004821339,0.00007205216,0.003245223],"genre_scores_gemma":[0.9975305,0.0001615207,0.0003860646,0.00064341,0.0004231004,0.0000244721,0.0001323081,0.0000179933,0.0006806026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006505619,"threshold_uncertainty_score":0.9961942,"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."}}