{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000210667,0.0001478427,0.0002146352,0.0004367895,0.0003159492,0.0005190958,0.0002066576,0.0002583532,0.002225736],"category_scores_gemma":[0.001480792,0.00009716654,0.0003414791,0.0004918404,0.0001634421,0.0003131372,0.0004383545,0.0005303743,0.0002194967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758637,"about_ca_system_score_gemma":0.0003124519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008953867,"about_ca_topic_score_gemma":0.02507179,"domain_scores_codex":[0.9999048,0.0000143254,0.00001318522,0.00001800457,0.00001850813,0.00003122169],"domain_scores_gemma":[0.9992753,0.000124175,0.0002448216,0.00002019406,0.00007075164,0.0002648362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147744,0.0001435694,0.9914885,0.00003352989,0.0001194081,0.0001589776,0.0002598788,0.00005189479,0.0009939725,0.00003523963,0.0001105859,0.005456567],"study_design_scores_gemma":[0.000001739135,0.00008380472,0.9996042,0.000003147919,0.000009315659,0.000048059,0.0001325489,0.0000219253,0.00001800168,0.000006999946,0.00006877211,0.000001559074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978103,0.000914952,0.0000348406,0.00005904358,0.00002048427,0.000005217128,0.0002729424,0.000001718793,0.0008804829],"genre_scores_gemma":[0.9989105,0.0002672017,0.00003180583,0.00002597283,0.00001633078,0.000005553687,0.0002191292,0.000001333148,0.0005221405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008953867,"threshold_uncertainty_score":0.01780349,"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."}}