{"id":"W4295997487","doi":"10.1016/j.sleh.2022.06.013","title":"The influence of sleep and movement on mental health and life satisfaction during the transition to parenthood","year":2022,"lang":"en","type":"article","venue":"Sleep Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Dalhousie University","funders":"Canadian Diabetes Association","keywords":"Mental health; Psychology; Sleep (system call); Life satisfaction; Quality of life (healthcare); Longitudinal study; Psychological intervention; Clinical psychology; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000751667,0.0001452257,0.0002213792,0.0002773548,0.0004192932,0.0005856557,0.000194287,0.0002890151,0.001612707],"category_scores_gemma":[0.003272531,0.0001637528,0.0004063089,0.0002520334,0.0002308344,0.0003324046,0.0005948123,0.0004776194,0.0001584332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002801559,"about_ca_system_score_gemma":0.0003392929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006718593,"about_ca_topic_score_gemma":0.01328156,"domain_scores_codex":[0.9996395,0.0001529711,0.00002265116,0.00005218353,0.00005138101,0.00008131926],"domain_scores_gemma":[0.998692,0.0002511343,0.0005624705,0.00004656811,0.0001336469,0.0003140535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002322239,0.00009639224,0.9934373,0.00001549158,0.00007090031,0.00005927617,0.0004953611,0.00003394552,0.0003088496,0.00001036286,0.00008686772,0.005152778],"study_design_scores_gemma":[0.000002053205,0.000101082,0.9995708,0.000003254011,0.000007570673,0.00002635084,0.0001822743,0.00002984398,0.00002051354,0.000004105679,0.00005097192,0.000001054963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993345,0.0002715848,0.00004465972,0.00005532834,0.000006328057,0.00000603501,0.00008264074,0.00000137332,0.0001975712],"genre_scores_gemma":[0.9996186,0.00009210734,0.00004763483,0.00001902082,0.000005072285,0.000007527392,0.00008320792,5.495896e-7,0.000126244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006718593,"threshold_uncertainty_score":0.01335901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00848998876757884,"score_gpt":0.2811064663522675,"score_spread":0.2726164775846887,"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."}}