{"id":"W4413780920","doi":"10.1139/facets-2025-0081","title":"Laying the foundation: exploring the family impact of public safety personnel sleep health","year":2025,"lang":"en","type":"article","venue":"FACETS","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Foundation (evidence); Sleep (system call); Laying; Public health; Medicine; Engineering; Business; Nursing; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005959764,0.0001147642,0.0001515312,0.00008713266,0.0005497835,0.00003759527,0.0003055562,0.00006170291,0.0003728091],"category_scores_gemma":[0.00006069004,0.00006039799,0.0001480769,0.0004786928,0.0001036388,0.00009236718,0.000052016,0.0002744892,0.0001284443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008643675,"about_ca_system_score_gemma":0.0001125584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355335,"about_ca_topic_score_gemma":0.00004244097,"domain_scores_codex":[0.998853,0.0002615493,0.0002532416,0.0001825223,0.0001283524,0.0003213697],"domain_scores_gemma":[0.9991566,0.0002139597,0.0001069169,0.0004316913,0.00004791091,0.00004292659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002151063,0.0005163201,0.09431134,0.00005380373,0.00419608,0.000003586114,0.1182809,0.001982188,0.0002349726,0.05134556,0.04223932,0.6866209],"study_design_scores_gemma":[0.00262577,0.0001999325,0.7967576,0.00007710195,0.000100958,0.000008364848,0.1454196,0.0005381546,0.00000907599,0.0007073607,0.05331849,0.0002375779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142835,0.004348608,0.002329384,0.01459216,0.002026277,0.0004457635,0.000008271031,0.00007448972,0.06189152],"genre_scores_gemma":[0.9981004,0.0002301623,0.00001518159,0.0008432725,0.00004781201,0.00004480024,0.000009893223,0.00001120998,0.0006972524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7024463,"threshold_uncertainty_score":0.4228546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07877332051005216,"score_gpt":0.3553436247088987,"score_spread":0.2765703041988466,"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."}}