{"id":"W2327636434","doi":"10.1097/00000446-200604000-00030","title":"How Long and How Much Are Nurses Now Working?","year":2006,"lang":"en","type":"article","venue":"AJN American Journal of Nursing","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health","keywords":"Overtime; Quarter (Canadian coin); Schedule; Medicine; Specialty; Working hours; Sample (material); Nursing; Work hours; Family medicine; Psychology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001692453,0.000195677,0.0004011173,0.0002508986,0.0001331938,0.0001762773,0.0001794604,0.0000849756,0.00003392595],"category_scores_gemma":[0.00002861934,0.0001732365,0.0001227632,0.0004430818,0.0005149525,0.0001673999,0.000008607369,0.0004894029,0.000007005008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008404042,"about_ca_system_score_gemma":0.00002026548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001832796,"about_ca_topic_score_gemma":0.00001118376,"domain_scores_codex":[0.9987448,0.0001636045,0.0002373332,0.0002097846,0.0002432325,0.0004012771],"domain_scores_gemma":[0.9986067,0.0001539052,0.0007903918,0.0001896722,0.0001096632,0.0001497081],"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":[0.0001538988,0.000255002,0.1836357,0.0000013511,0.0001634112,0.0003578779,0.001566331,0.00001060425,0.000149031,0.0003652861,0.03132526,0.7820162],"study_design_scores_gemma":[0.005629284,0.00283177,0.8562614,0.007134562,0.00106826,0.005063312,0.09848205,0.00004127978,0.0009731197,0.001349697,0.01959752,0.001567764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635009,0.004317461,0.002216022,0.02126418,0.002178204,0.00007879663,0.000001729093,0.00003332608,0.006409347],"genre_scores_gemma":[0.9970198,0.00004042185,0.001100693,0.0001823967,0.0008590987,0.000001181504,0.000001293935,0.0000372365,0.0007578373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7804484,"threshold_uncertainty_score":0.7064378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090798665784635,"score_gpt":0.3000784456305626,"score_spread":0.2791704589727163,"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."}}