{"id":"W4286484130","doi":"10.1016/j.sleep.2022.05.277","title":"The relationship between sleep and multimorbidity in community dwelling populations: a global perspective","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Perspective (graphical); Multimorbidity; Geography; Sleep (system call); Medicine; Comorbidity; Psychiatry; Computer science","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":[0.00082819,0.0002374437,0.0005856284,0.001769143,0.0004475368,0.001191591,0.0003119849,0.0009487356,0.001602878],"category_scores_gemma":[0.001750895,0.0001544899,0.0008193966,0.002668463,0.0007185671,0.001533142,0.001464574,0.001668229,0.00006778835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006909193,"about_ca_system_score_gemma":0.000991139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02614676,"about_ca_topic_score_gemma":0.06006837,"domain_scores_codex":[0.9996161,0.0001237771,0.00003041797,0.00006555304,0.00005661852,0.0001075145],"domain_scores_gemma":[0.9990188,0.0002850752,0.0002913134,0.00004074596,0.0001174619,0.0002466848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001057748,0.0001259135,0.946386,0.0005848126,0.0008880774,0.0001986467,0.001446438,0.0003528679,0.0004596831,0.005512925,0.00265971,0.04127913],"study_design_scores_gemma":[0.000005890023,0.0001040215,0.9887277,0.0004135461,0.0003165253,0.000168348,0.003113035,0.0002462639,0.00005031241,0.002320146,0.004519663,0.00001450943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7921478,0.1341082,0.001007082,0.05377033,0.0007734276,0.00002586754,0.00277576,0.00002402342,0.01536762],"genre_scores_gemma":[0.9674357,0.02904238,0.0002504392,0.001945599,0.0007795572,0.00001104037,0.0003086705,0.0000031972,0.0002233698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02614676,"threshold_uncertainty_score":0.05198914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1742429602531758,"score_gpt":0.4380428280066851,"score_spread":0.2637998677535093,"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."}}