{"id":"W6982494946","doi":"","title":"Influence of sleeping habits on adaptive thermogenesis during weight loss in adults","year":2021,"lang":"en","type":"other","venue":"NC Digital Online Collection of Knowledge and Scholarship (The University of North Carolina at Greensboro)","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dairy Farmers of Canada; Canadian Institutes of Health Research; Université Laval","keywords":"Weight loss; Overweight; Caloric theory; Obesity; Thermogenesis; Resting energy expenditure; Body weight; Fat mass","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002763689,0.0001885143,0.0001587323,0.0002003712,0.0001332757,0.0001842747,0.00008274352,0.0001714149,0.0006382214],"category_scores_gemma":[0.001169821,0.0001012442,0.0001917124,0.0001556317,0.0001182554,0.0001161664,0.0001365493,0.0001690738,0.00009055941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009038186,"about_ca_system_score_gemma":0.00008975078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157907,"about_ca_topic_score_gemma":0.004123686,"domain_scores_codex":[0.9998682,0.00004449837,0.00001717176,0.00002184528,0.0000307132,0.00001755431],"domain_scores_gemma":[0.9993926,0.0001227704,0.000288499,0.00003722466,0.00006109292,0.00009771086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005974878,0.0001107897,0.9945362,0.00001675404,0.00008236222,0.00004607197,0.00007977113,0.0000294026,0.001412084,0.000003324085,0.00002993766,0.00305581],"study_design_scores_gemma":[0.00000249612,0.0002279179,0.9996045,0.000001149442,0.000009196661,0.00003916658,0.00001862966,0.0000290988,0.00005069271,0.000001197333,0.00001548026,4.583064e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996259,0.0001284611,0.00004231785,0.000008591181,0.000002722532,0.000004072656,0.00004664069,0.000001669627,0.0001394979],"genre_scores_gemma":[0.999767,0.00004086454,0.00004312592,0.0000100642,0.000003578292,0.000003601418,0.00006716522,6.00868e-7,0.00006397616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002157907,"threshold_uncertainty_score":0.00429076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147111359826008,"score_gpt":0.2459094596717792,"score_spread":0.2244383460735191,"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."}}