{"id":"W4397024978","doi":"10.1097/jpn.0000000000000824","title":"Effects of Nurse Staffing on Missed Breastfeeding Support in Maternity Units With Different Nurse Work Environments","year":2024,"lang":"en","type":"article","venue":"The Journal of Perinatal & Neonatal Nursing","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"National Institute of Nursing Research","keywords":"Breastfeeding; Staffing; Nursing; Medicine; Odds; Odds ratio; Logistic regression; Maternity care; Work (physics); Family medicine; Health care; Pediatrics","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":[0.00047706,0.0002527744,0.0004252835,0.0002716031,0.00008103977,0.00005678532,0.000224306,0.00007557161,0.00006083834],"category_scores_gemma":[0.00007748439,0.0001476804,0.00008628526,0.0003942157,0.0002564788,0.000464654,0.00002020736,0.0007822816,0.000005999387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002463217,"about_ca_system_score_gemma":0.00009243371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003315786,"about_ca_topic_score_gemma":0.000001375132,"domain_scores_codex":[0.998237,0.0001023327,0.0004759598,0.0001724897,0.0006892926,0.0003229947],"domain_scores_gemma":[0.9989223,0.000401208,0.0003040725,0.0001581404,0.00005564729,0.0001586364],"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":[0.02347569,0.001598682,0.01771876,0.002270128,0.0006659451,0.004904704,0.02704166,0.0006446277,0.06402932,0.0003231199,0.0003388041,0.8569885],"study_design_scores_gemma":[0.005768488,0.007796529,0.8089145,0.04453328,0.001159456,0.010717,0.007649085,0.000522666,0.1099919,0.00009300742,0.002291171,0.0005629028],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939393,0.001329203,0.00008818618,0.003590538,0.0005579604,0.0002139789,0.000006516504,0.0000157255,0.0002586289],"genre_scores_gemma":[0.9993615,0.0000886866,0.0001059102,0.00006349047,0.0001725428,0.000001778421,0.000002346436,0.00003717438,0.0001666424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8564256,"threshold_uncertainty_score":0.6022233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115808831074525,"score_gpt":0.2689608416236843,"score_spread":0.2573799585162319,"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."}}