{"id":"W2910359433","doi":"10.12927/cjnl.2018.25677","title":"Potential Dangers of Nursing Overtime in Critical Care","year":2018,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Overtime; Nursing; Poisson regression; Sick leave; Health care; Medicine; Psychology; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01075418,0.0001845064,0.0002302181,0.0009397629,0.0039891,0.002988561,0.001102805,0.00149001,0.002902849],"category_scores_gemma":[0.08107007,0.000364313,0.0004943994,0.001102079,0.004209018,0.003757925,0.003976993,0.002227062,0.000262684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003171805,"about_ca_system_score_gemma":0.003507483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00816247,"about_ca_topic_score_gemma":0.02281147,"domain_scores_codex":[0.9823359,0.01275991,0.0008102006,0.0004981653,0.00267055,0.0009252345],"domain_scores_gemma":[0.9046139,0.05482207,0.02866008,0.003246093,0.004908223,0.003749657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008920689,0.0002951765,0.590357,0.001060004,0.0001389108,0.003626668,0.228602,0.001887256,0.001185216,0.01971134,0.00845853,0.143786],"study_design_scores_gemma":[0.0000307558,0.0008589088,0.5136526,0.002193141,0.00007962732,0.004354614,0.4190276,0.003671917,0.0007869682,0.01907563,0.0360893,0.0001789813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545831,0.004095048,0.003435064,0.02468797,0.0003776342,0.00006043697,0.00009362678,0.00003227713,0.01263484],"genre_scores_gemma":[0.9968871,0.0006127066,0.0008245109,0.0009731131,0.0001074015,0.00002909152,0.00001463638,0.000008697006,0.0005427447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01075418,"threshold_uncertainty_score":0.05687422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.299308458089486,"score_gpt":0.4694269117646591,"score_spread":0.1701184536751731,"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."}}