{"id":"W2605240124","doi":"10.17140/pnnoj-4-125","title":"Factors and Costs Associated With the Use of Registered Nurse Overtime in the Neonatal Intensive Care Unit","year":2017,"lang":"en","type":"article","venue":"Pediatrics and Neonatal Nursing - Open Journal","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; NanoQuébec (Canada); McGill University Health Centre","funders":"","keywords":"Overtime; Evening; Medicine; Neonatal intensive care unit; Pediatrics; Labour economics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002728022,0.0001636417,0.0003158193,0.00008516683,0.0006521076,0.0005239207,0.0003445829,0.00007200483,0.000009836379],"category_scores_gemma":[0.001185361,0.00007317791,0.00005230646,0.0001131195,0.0003087245,0.0004112844,0.00009312634,0.0004963212,2.294682e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006146664,"about_ca_system_score_gemma":0.0001344037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002280049,"about_ca_topic_score_gemma":0.0001134325,"domain_scores_codex":[0.999014,0.00007662787,0.0002301085,0.0001608075,0.0003058715,0.0002126352],"domain_scores_gemma":[0.9984513,0.000316119,0.0003700798,0.000301704,0.0003884273,0.0001723531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004488511,0.00004610903,0.922538,0.00001825876,0.00004737368,0.0002751554,0.02105019,0.000001541081,0.000006311979,0.00007376917,0.001460596,0.05403386],"study_design_scores_gemma":[0.00230646,0.0005852538,0.9578328,0.0005561997,0.0002144574,0.0004128187,0.03608012,0.00006475108,0.00002615035,0.00004188625,0.001745542,0.0001335447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915928,0.001824059,0.00001371387,0.005844271,0.0001412227,0.0003368657,0.00004373564,0.000003017799,0.0002002945],"genre_scores_gemma":[0.9990808,0.0002736678,0.00006991984,0.0002994989,0.00006883432,0.000001362344,0.00001582228,0.00001476632,0.0001753548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05390031,"threshold_uncertainty_score":0.5052179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08079906566939173,"score_gpt":0.340197927286509,"score_spread":0.2593988616171173,"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."}}