{"id":"W2758006361","doi":"10.1038/jp.2017.146","title":"Association of nursing overtime, nurse staffing and unit occupancy with medical incidents and outcomes of very preterm infants","year":2017,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Overtime; Relative risk; Neonatal intensive care unit; Confidence interval; Odds ratio; Gestational age; Nursing; Emergency medicine; Pediatrics; Pregnancy; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001765967,0.0002712451,0.0004072102,0.0006836427,0.0007062875,0.001220373,0.0008323146,0.0007893092,0.002549165],"category_scores_gemma":[0.008544072,0.0003253446,0.00112642,0.0009816781,0.0004322145,0.0008421447,0.001155327,0.00159713,0.0002036948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005758544,"about_ca_system_score_gemma":0.0009264144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00727604,"about_ca_topic_score_gemma":0.007404721,"domain_scores_codex":[0.9982957,0.0005583588,0.0002864911,0.0002003271,0.0002603089,0.0003988986],"domain_scores_gemma":[0.9916276,0.002251427,0.003783859,0.0003690806,0.0005831448,0.001384958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001322928,0.00004385636,0.9988781,0.000006820085,0.00005710349,0.000042492,0.00008673172,0.00002425459,0.00004416341,0.00001704268,0.00003544463,0.0006317321],"study_design_scores_gemma":[0.000001890304,0.00009776616,0.9990517,0.000007716749,0.00002623473,0.0001012685,0.0004311026,0.000162397,0.00002310176,0.00003199196,0.00005996691,0.000004753575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991708,0.0002288315,0.00004609157,0.00006112597,0.00001194323,0.000002194634,0.000093393,0.00000155799,0.000384182],"genre_scores_gemma":[0.999536,0.00008659474,0.00004952754,0.0000169122,0.00001897992,0.000004148025,0.0001075648,0.000002059348,0.000178305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00727604,"threshold_uncertainty_score":0.01446736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442726698534389,"score_gpt":0.3483713810975555,"score_spread":0.3339441141122116,"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."}}