{"id":"W4220741757","doi":"10.1007/s13679-021-00466-6","title":"Mental Health and Obesity During the COVID-19 Pandemic","year":2022,"lang":"en","type":"review","venue":"Current Obesity Reports","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychological intervention; Mental health; Population; Medicine; Emotional eating; Anxiety; Pandemic; Overeating; Obesity; Psychology; Psychiatry; Environmental health; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002275542,0.0006408537,0.001704935,0.0002184208,0.001762048,0.0000555583,0.0003805052,0.0002102804,0.001910058],"category_scores_gemma":[0.0001539017,0.0004898913,0.0005204726,0.0003327901,0.0001911172,0.00006534062,0.000779323,0.001510062,0.00005956395],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004244709,"about_ca_system_score_gemma":0.003938532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315209,"about_ca_topic_score_gemma":0.0002697118,"domain_scores_codex":[0.9944914,0.001229306,0.001444226,0.00138097,0.0005988832,0.0008552019],"domain_scores_gemma":[0.9956887,0.0003720765,0.001571059,0.001285977,0.00001396239,0.001068184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002308864,0.0007554255,0.08891258,0.05125322,0.000145653,0.0004011138,0.003776462,9.127974e-8,2.402058e-8,0.0001133094,0.01752897,0.8370901],"study_design_scores_gemma":[0.000260684,0.00009014184,0.001759228,0.001017695,0.0001478547,0.007566656,0.0002287854,1.456777e-7,9.194716e-9,0.00006542313,0.9884518,0.000411543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003648497,0.9851863,0.000008567675,0.0001974236,0.007055258,0.003174229,0.0002152508,0.0002242682,0.0002902041],"genre_scores_gemma":[0.0002228231,0.9956335,0.000002999437,0.0008508377,0.0003775523,0.0004240873,0.0007033296,0.00006430323,0.001720611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9709229,"threshold_uncertainty_score":0.9997553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.248332295410457,"score_gpt":0.4978149971067261,"score_spread":0.2494827016962691,"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."}}