{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005469718,0.0005723715,0.001411694,0.003887011,0.0008067791,0.00291058,0.0006835072,0.001484845,0.003365251],"category_scores_gemma":[0.02490482,0.0003795736,0.001606179,0.003867508,0.0009666529,0.00368511,0.001226026,0.00124938,0.0003102719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221309,"about_ca_system_score_gemma":0.01062601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007953371,"about_ca_topic_score_gemma":0.01513395,"domain_scores_codex":[0.9961978,0.002367337,0.0006058195,0.0002395684,0.000437879,0.0001516848],"domain_scores_gemma":[0.9807365,0.0161641,0.001295807,0.0002312711,0.00138633,0.0001859622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002597188,0.00005115898,0.00372192,0.350087,0.002325269,0.0007153804,0.01158292,0.0003259643,0.0005179232,0.01005383,0.01652646,0.6038324],"study_design_scores_gemma":[0.00005332519,0.0002577788,0.01265547,0.6850775,0.004585486,0.001522378,0.0136108,0.0001543569,0.0004659701,0.008559793,0.2729972,0.00006004679],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001255354,0.9949713,0.0002374012,0.002141037,0.0002794983,0.0000237419,0.00004841431,0.000002815134,0.001040425],"genre_scores_gemma":[0.02236418,0.9753283,0.000649279,0.001100167,0.0002142654,0.00008373668,0.00004170644,0.000003083629,0.0002153036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007953371,"threshold_uncertainty_score":0.02892703,"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."}}