{"id":"W7111439444","doi":"","title":"Associations of objectively measured sleep traits and occupational attainment.","year":2024,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); Institute of Infection and Immunity; Toronto Metropolitan University","funders":"","keywords":"Sleep (system call); Association (psychology); Population; Disease; MEDLINE","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":[0.0005769958,0.000180302,0.0001956585,0.0004980519,0.0002346422,0.0004705314,0.0002245831,0.000300982,0.003256556],"category_scores_gemma":[0.004007677,0.0001359881,0.000237913,0.0004920761,0.0001514844,0.0002195641,0.0004651122,0.000454291,0.0003216481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585747,"about_ca_system_score_gemma":0.0001868417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005178961,"about_ca_topic_score_gemma":0.01127783,"domain_scores_codex":[0.9995931,0.0001435205,0.00004180807,0.00007228694,0.00005838519,0.00009089729],"domain_scores_gemma":[0.9975738,0.0006848433,0.001066979,0.0001456997,0.000170313,0.0003584334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001603909,0.00004160653,0.9975607,0.00001111823,0.0000603021,0.00002396171,0.00005539651,0.00002499485,0.0001659612,0.00002546844,0.00007516586,0.001794978],"study_design_scores_gemma":[0.000001863831,0.00004921298,0.9997582,0.000002440683,0.000006889901,0.00001955855,0.00003403682,0.00003592425,0.00001782151,0.00001134356,0.0000617199,9.570895e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976216,0.0003887486,0.0001223088,0.00006107096,0.000008780195,0.000005430388,0.00088567,0.000004369344,0.0009019886],"genre_scores_gemma":[0.9988936,0.00007059268,0.00006454779,0.000008953078,0.00000663864,0.000005571162,0.0003299353,0.000001440868,0.0006187662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005178961,"threshold_uncertainty_score":0.0108943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437423335446986,"score_gpt":0.3589703035545931,"score_spread":0.2152279700098945,"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."}}