{"id":"W2999958473","doi":"10.1007/s11695-020-04416-4","title":"Sleep Duration and Timing in the Medium- to Long-Term Post-Bariatric Surgery","year":2020,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; McGill University","funders":"","keywords":"Medicine; Sleep (system call); Obesity; Body mass index; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008116456,0.000152499,0.0002749424,0.0002455607,0.0001235834,0.0000492303,0.0001196141,0.0001773548,0.0003820471],"category_scores_gemma":[0.0004339957,0.0001203518,0.0001129053,0.0006954455,0.00003677288,0.0001064749,0.0000412987,0.0002489625,0.0003602275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001587097,"about_ca_system_score_gemma":0.00003375908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974064,"about_ca_topic_score_gemma":0.0001116569,"domain_scores_codex":[0.99845,0.0003003177,0.0003949385,0.0003405314,0.0001931469,0.0003210884],"domain_scores_gemma":[0.9980548,0.001464751,0.00009560191,0.0002173982,0.00003427951,0.0001331805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001019976,0.0001589021,0.9655477,0.00002579394,0.00007258274,0.0002228944,0.005641994,0.000007050109,0.00007174092,0.00005914931,0.010899,0.01719124],"study_design_scores_gemma":[0.0001885846,0.00001945834,0.9984053,0.00001624424,0.00005371811,0.00002486331,0.0006690369,0.00002408478,0.00003381158,0.00001736268,0.000366534,0.0001810321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833728,0.0009132573,0.0001744351,0.01349549,0.000851306,0.000236184,0.000003868864,0.00005961033,0.0008930414],"genre_scores_gemma":[0.9944327,0.00009302412,0.000009366207,0.005151243,0.0001990387,0.00002110191,0.00003861834,0.00001786916,0.0000369825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03285761,"threshold_uncertainty_score":0.4907802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918032292344801,"score_gpt":0.2654182205031799,"score_spread":0.2362378975797318,"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."}}