{"id":"W4394601400","doi":"10.1080/15402002.2024.2339815","title":"New parents’ sleep, movement, health, and well-being across the postpartum period","year":2024,"lang":"en","type":"article","venue":"Behavioral Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia; Dalhousie University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Mental health; Sleep (system call); Psychology; Randomized controlled trial; Quality of life (healthcare); Postpartum period; Medicine; Physical health; Sleep patterns; Clinical psychology; Pregnancy; Psychiatry; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004302606,0.0003179756,0.000350825,0.0001021619,0.0003683236,0.00007826006,0.0002778623,0.0001979291,0.002883155],"category_scores_gemma":[0.00001465328,0.0001969895,0.00009219922,0.0004204618,0.0003041884,0.0000966361,0.0001008519,0.0006065879,0.0003645595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006091442,"about_ca_system_score_gemma":0.00004812836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003498311,"about_ca_topic_score_gemma":0.0002035581,"domain_scores_codex":[0.997684,0.0001225389,0.0004987587,0.0005847544,0.0003660328,0.0007439418],"domain_scores_gemma":[0.9988894,0.00005880808,0.00008964734,0.0004707437,0.00003067123,0.0004607008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001960765,0.0003317267,0.04904698,0.00007848537,0.0004957567,0.0003860487,0.1228143,0.000003145484,0.000145671,0.005921097,0.1136252,0.7069556],"study_design_scores_gemma":[0.01703095,0.006725267,0.09213413,0.001756353,0.002135518,0.0007190974,0.2250758,0.0005515759,0.00007901541,0.004346445,0.6474869,0.001958996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8636879,0.06484704,0.0005773531,0.0503634,0.009649234,0.000986719,0.0000134561,0.000421224,0.009453682],"genre_scores_gemma":[0.9871919,0.00077373,0.00004117424,0.004754195,0.000752759,0.00006399751,0.00008113764,0.00007149772,0.006269587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7049965,"threshold_uncertainty_score":0.9980283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0226380489703872,"score_gpt":0.3562919000135418,"score_spread":0.3336538510431546,"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."}}