{"id":"W2532279196","doi":"10.1097/nmc.0000000000000289","title":"Planning, Designing, Building, and Moving a Large Volume Maternity Service to a New Labor and Birth Unit","year":2016,"lang":"en","type":"article","venue":"MCN The American Journal of Maternal/Child Nursing","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre","funders":"","keywords":"Unit (ring theory); Staffing; Operationalization; Flexibility (engineering); Nursing; Service (business); Workflow; Health care; Facilitator; Process (computing); Consistency (knowledge bases); Medicine; Operations management; Psychology; Business; Computer science; Engineering; Management; Political science","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":[0.0005683201,0.0002075598,0.0004517026,0.0002308991,0.0002210119,0.00009164667,0.0002174686,0.00003043815,0.000389179],"category_scores_gemma":[0.00006210357,0.0001182563,0.00007256998,0.0002209175,0.0001090482,0.0001717255,0.00008487119,0.0002606697,0.00001572268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007339448,"about_ca_system_score_gemma":0.00006371387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054252,"about_ca_topic_score_gemma":0.00001939696,"domain_scores_codex":[0.9984538,0.000138916,0.0004997691,0.000196452,0.0002984921,0.0004125685],"domain_scores_gemma":[0.998484,0.00007187805,0.0005527942,0.0001933378,0.0001557918,0.0005422024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003224725,0.0001759691,0.8040875,0.0005838912,0.0002025697,0.0003238299,0.005315502,0.00001078049,0.01008184,0.0001819118,0.00127264,0.1745389],"study_design_scores_gemma":[0.001652462,0.00191331,0.9370033,0.009771645,0.00009950534,0.007996368,0.0006502212,0.0000498772,0.003415238,0.000622532,0.03661065,0.0002148689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683112,0.0006372127,0.007473088,0.02306944,0.000219452,0.0001565174,0.00004164753,0.00002870869,0.00006276208],"genre_scores_gemma":[0.9895309,0.0000900223,0.003645243,0.003668508,0.0003395662,0.000002213827,2.876843e-7,0.00003906974,0.00268416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.174324,"threshold_uncertainty_score":0.4822352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904538432604355,"score_gpt":0.3254081200855515,"score_spread":0.306362735759508,"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."}}