{"id":"W4366463913","doi":"10.1371/journal.pone.0284283","title":"Factors associated with weight gain during COVID-19 pandemic: A global study","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Universidad San Francisco de Quito; University of the Philippines; Peking University; Universidade do Porto; Seoul National University; University of British Columbia; Peking Union Medical College; Chinese University of Hong Kong; Fudan University; Universidad Nacional Autónoma de México; Universiti Malaya; Sun Yat-sen University; Lee Hysan Foundation; Shaanxi Normal University; Chulalongkorn University; Chinese Academy of Medical Sciences; Universitas Indonesia; University of Southern California","keywords":"Weight gain; Pandemic; Obesity; Socioeconomic status; Demography; Medicine; Gerontology; Environmental health; Logistic regression; Coronavirus disease 2019 (COVID-19); Disease; Population; Body weight; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005879284,0.0003727888,0.0002738799,0.0009859975,0.0004944993,0.0006523028,0.0002800061,0.0006236726,0.001222664],"category_scores_gemma":[0.001002568,0.0002913584,0.0006652162,0.001813335,0.0004647454,0.0007681469,0.0008472997,0.0007901585,0.0002071085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002377253,"about_ca_system_score_gemma":0.0003080853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008970283,"about_ca_topic_score_gemma":0.01032272,"domain_scores_codex":[0.9997744,0.00006040688,0.0000277014,0.00005418702,0.00003087474,0.00005252376],"domain_scores_gemma":[0.9992958,0.00006443181,0.0003376057,0.00004667143,0.00006567693,0.0001898463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002814833,0.00002204662,0.9979537,0.0000360777,0.00004235667,0.00005164818,0.0003740019,0.00001336382,0.00007082403,0.00001486351,0.0001376389,0.001255268],"study_design_scores_gemma":[0.000001888728,0.00004926515,0.9985947,0.00001930401,0.00002058185,0.0001016237,0.0009246956,0.00003165902,0.000009466669,0.00001212114,0.0002319841,0.000002625424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996919,0.000872583,0.00008568804,0.00021491,0.00001726849,0.00002381819,0.001042458,0.000004235783,0.0008199872],"genre_scores_gemma":[0.9984201,0.0006063204,0.00009204737,0.00009335115,0.0000177001,0.00001783566,0.0005883651,0.000002879718,0.000161284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008970283,"threshold_uncertainty_score":0.01783615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3052514688396532,"score_gpt":0.4220874190172535,"score_spread":0.1168359501776003,"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."}}