{"id":"W7043432158","doi":"","title":"Sleep Problems and Psychological Well-Being: Baseline Findings from the Canadian Longitudinal Study on Aging","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Baseline (sea); Sleep (system call); Longitudinal data; Depression (economics)","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":[0.001901476,0.00082414,0.0009413227,0.001541232,0.004650263,0.001957909,0.001890362,0.001542917,0.001906563],"category_scores_gemma":[0.003449597,0.0009347902,0.001526524,0.004631298,0.0007493889,0.001348482,0.001675276,0.00262647,0.0003990354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01276682,"about_ca_system_score_gemma":0.0158537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649124,"about_ca_topic_score_gemma":0.9836493,"domain_scores_codex":[0.9988257,0.0001310934,0.00006919203,0.0001598981,0.0003727762,0.0004413409],"domain_scores_gemma":[0.9971302,0.0001088008,0.0004176391,0.0001272778,0.001237951,0.000978096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001366474,0.0002200818,0.9959183,0.00001638809,0.0000998623,0.00003548155,0.0008010873,0.00004902247,0.00006035228,0.00003885967,0.0007802468,0.00184372],"study_design_scores_gemma":[0.000004798516,0.00002015346,0.9991155,0.000006260176,0.00001567305,0.000007591353,0.0005587636,0.00002883297,0.000006662246,0.000008102777,0.000222165,0.000005544152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913089,0.001040367,0.00006211633,0.0003316539,0.00004162497,0.000115114,0.005427147,0.000009583041,0.001663551],"genre_scores_gemma":[0.9898,0.0009487075,0.0002253865,0.000165808,0.00002317978,0.0001094648,0.006713522,0.00001042122,0.002003374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03508759,"threshold_uncertainty_score":0.09263021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251975967674259,"score_gpt":0.3393533752989272,"score_spread":0.2141557785315013,"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."}}