{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001203991,0.0002435327,0.0005297542,0.0004439305,0.0001297281,0.000001356805,0.0001992972,0.0002697069,0.00005888233],"category_scores_gemma":[0.0002006499,0.00024151,0.0001585713,0.0006433358,0.0001701772,0.000146953,0.0001440601,0.000298532,0.000002543483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502986,"about_ca_system_score_gemma":0.0001119255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001665589,"about_ca_topic_score_gemma":0.0111165,"domain_scores_codex":[0.9987553,0.00011501,0.0003988186,0.0003094499,0.0002729781,0.0001484009],"domain_scores_gemma":[0.9983336,0.0002418046,0.0006369784,0.0002957871,0.0004276641,0.00006415427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007028111,0.0003075431,0.9948759,0.0008326063,0.0001007516,0.00001230305,0.0007521354,0.0002477455,0.00001668704,0.0001314045,0.0002032995,0.001816784],"study_design_scores_gemma":[0.001475282,0.0001288654,0.9951952,0.001710241,0.00007813687,0.0000091246,0.000003910143,0.0002580623,0.0001070322,0.0001249321,0.000713792,0.000195452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929542,0.000429101,0.0000186178,0.0000310512,0.00005418049,0.000399053,0.000252134,0.00002426189,0.005837416],"genre_scores_gemma":[0.9878735,0.0003150667,0.0002015214,0.000003478609,0.00004732584,7.004299e-7,0.0000805052,0.00006022014,0.01141771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094995,"threshold_uncertainty_score":0.9848493,"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."}}