{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006422974,0.0002294901,0.0002592438,0.0002036256,0.004575156,0.0001616721,0.0007173803,0.00005840175,0.000421274],"category_scores_gemma":[0.0007033005,0.0001697808,0.00003256023,0.0007398782,0.0005677376,0.0006112864,0.001235504,0.0005588553,0.000007933822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008283903,"about_ca_system_score_gemma":0.0007616623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365094,"about_ca_topic_score_gemma":0.0007757414,"domain_scores_codex":[0.995797,0.0007117576,0.0003044548,0.001013159,0.001492945,0.0006806791],"domain_scores_gemma":[0.9964915,0.002031857,0.0002765591,0.0005716263,0.00008580199,0.0005426523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001388855,0.0007611145,0.9612914,0.0001838168,0.00005950414,0.0001235775,0.03257573,0.000003112944,0.00001054254,0.002861907,0.000292828,0.001697575],"study_design_scores_gemma":[0.001956168,0.0007984052,0.7807606,0.00003069496,0.0001923434,0.0008774553,0.08764226,0.0000382767,0.000005907184,0.0001496069,0.1272476,0.0003006486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990405,0.001463352,0.0003963402,0.002475854,0.000401087,0.002029824,0.00002706925,0.00007409529,0.002727356],"genre_scores_gemma":[0.9928252,0.0002679418,0.0003917512,0.005006446,0.00009182826,0.0003588476,0.000003404036,0.00001736831,0.00103723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1805308,"threshold_uncertainty_score":0.9967207,"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."}}