{"id":"W4206156568","doi":"10.1002/osp4.591","title":"Weight gain, weight management and medical care for individuals living with overweight and obesity during the COVID‐19 pandemic (EPOCH Study)","year":2022,"lang":"en","type":"article","venue":"Obesity Science & Practice","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto","funders":"Medtronic","keywords":"Medicine; Overweight; Weight gain; Obesity; Weight management; Pandemic; Coronavirus disease 2019 (COVID-19); Gerontology; Family medicine; Disease; Body weight; Infectious disease (medical specialty); Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001100868,0.0002283825,0.0002147929,0.0003477369,0.0006329152,0.0007488186,0.00023573,0.0003499668,0.002245125],"category_scores_gemma":[0.002206648,0.0002460465,0.0008823809,0.0004926252,0.0001866723,0.0006168184,0.001027689,0.001174611,0.0003135061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004823853,"about_ca_system_score_gemma":0.000990741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007885245,"about_ca_topic_score_gemma":0.01462935,"domain_scores_codex":[0.9996265,0.0001351964,0.00004349753,0.00003023457,0.00006602459,0.00009854679],"domain_scores_gemma":[0.999106,0.0001105277,0.00037291,0.00003704622,0.00007301782,0.0003004347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007074378,0.001082432,0.9863781,0.00008874392,0.0001175314,0.00006898529,0.0007255253,0.0000364613,0.0001206594,0.00004700025,0.001421674,0.009205432],"study_design_scores_gemma":[0.00008825205,0.0008834101,0.99619,0.00004963723,0.00006781934,0.00008598149,0.00159531,0.00009385168,0.00004153818,0.0000201892,0.0008764853,0.000007436817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979572,0.0002204436,0.00003065965,0.000248654,0.00002430648,0.00005679938,0.0006754959,0.000001846603,0.0007846251],"genre_scores_gemma":[0.9959583,0.0006152382,0.0002680816,0.0003774886,0.00007105854,0.0002475449,0.001261337,0.00000369092,0.00119721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007885245,"threshold_uncertainty_score":0.0156787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.033660897926959,"score_gpt":0.3823236296709538,"score_spread":0.3486627317439948,"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."}}