{"id":"W6929431604","doi":"10.48350/189136","title":"Who sleeps well in Canada? The social determinants of sleep health among middle-aged and older adults in the Canadian Longitudinal Study on Aging.","year":2023,"lang":"en","type":"article","venue":"Open Access CRIS of the University of Bern","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Social determinants of health; Sleep (system call); Longitudinal data; Cohort study; Cross-sectional study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008623057,0.0002912118,0.0004952904,0.001161128,0.003633474,0.001438124,0.001598255,0.0009533777,0.002142376],"category_scores_gemma":[0.002797103,0.0003655702,0.000671234,0.003659445,0.0008126852,0.0006768849,0.001048396,0.001569338,0.0002354681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02048007,"about_ca_system_score_gemma":0.03522686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971063,"about_ca_topic_score_gemma":0.9986474,"domain_scores_codex":[0.9989863,0.00006972471,0.00006732201,0.0001083013,0.000325396,0.0004430559],"domain_scores_gemma":[0.9977891,0.0001051119,0.0003762418,0.00007169636,0.0008624333,0.0007953182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009771565,0.00006406705,0.9903123,0.00003223313,0.00007857927,0.00007682021,0.00105059,0.00006359891,0.0000827863,0.0002317419,0.002902317,0.005007101],"study_design_scores_gemma":[0.000005811818,0.00001223129,0.9969313,0.00004415181,0.00003238954,0.00001920864,0.001805619,0.0001329761,0.00001923886,0.00004197074,0.0009433526,0.00001174308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757829,0.00523412,0.0001095745,0.004208154,0.0001074379,0.00006266342,0.007764953,0.00001633579,0.006713905],"genre_scores_gemma":[0.9954717,0.001293942,0.0001011539,0.0003197007,0.00001711733,0.0000126423,0.00164867,0.000005085319,0.001130084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02048007,"threshold_uncertainty_score":0.148594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05900192397125145,"score_gpt":0.342414395319021,"score_spread":0.2834124713477695,"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."}}