{"id":"W2920706025","doi":"10.3390/healthcare7010037","title":"The Interlinked Rising Epidemic of Insufficient Sleep and Diabetes Mellitus","year":2019,"lang":"en","type":"review","venue":"Healthcare","topic":"Sleep and related disorders","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada); Muscular Dystrophy Canada","funders":"Centers for Disease Control and Prevention","keywords":"Diabetes mellitus; Sleep (system call); Coronavirus disease 2019 (COVID-19); Medicine; Environmental health; Computer science; Internal medicine; Disease; Endocrinology","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":[0.0006622669,0.0003274218,0.001304069,0.0001663276,0.000156386,0.00001705093,0.0003191743,0.0007169578,0.00004195394],"category_scores_gemma":[0.00007570298,0.0001969757,0.0003189803,0.0002935294,0.0001896717,0.00001691665,0.00009478098,0.000928534,0.0001778624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000693488,"about_ca_system_score_gemma":0.0001096557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001880213,"about_ca_topic_score_gemma":0.00002982517,"domain_scores_codex":[0.9970993,0.000797221,0.0009521259,0.0004725454,0.0001542605,0.0005244859],"domain_scores_gemma":[0.9972803,0.001210961,0.0006357307,0.0006800422,0.00007480816,0.0001181349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005756796,0.0000389331,0.0002204096,0.008304106,0.0004057144,0.000001725536,0.0008080485,2.348019e-7,1.599865e-8,0.001781399,0.000371325,0.9880623],"study_design_scores_gemma":[0.0002412191,0.0001445238,0.00005375749,0.006878471,0.0005251339,0.000009216675,0.0006970939,0.00001254518,5.666035e-8,0.0001195762,0.9911177,0.0002006609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005847903,0.994535,0.000003941017,0.0003674239,0.002177508,0.001059211,0.00003565742,0.00003764538,0.001198854],"genre_scores_gemma":[0.001284735,0.9980775,0.00001434075,0.0001524903,0.00008064615,0.00006681814,0.0000425553,0.00005768978,0.0002231884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9907464,"threshold_uncertainty_score":0.8032436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06797837827661024,"score_gpt":0.3892829473729675,"score_spread":0.3213045690963573,"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."}}