{"id":"W1986907536","doi":"10.12968/bjom.2007.15.6.23669","title":"Lessons to learn from an emerging maternity service","year":2007,"lang":"en","type":"article","venue":"British Journal of Midwifery","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maternity care; Competence (human resources); Caesarean section; Nursing; Medicine; Service (business); Home birth; Obstetrics; Political science; Business; Psychology; Pregnancy; Childbirth; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008584126,0.0005702847,0.0006935268,0.0009318339,0.009546009,0.008235113,0.003043555,0.009237724,0.01303952],"category_scores_gemma":[0.01451933,0.0004683856,0.001115503,0.001371455,0.00586227,0.01158135,0.007414688,0.01476277,0.002062909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007146676,"about_ca_system_score_gemma":0.01902692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02298544,"about_ca_topic_score_gemma":0.07982156,"domain_scores_codex":[0.9927886,0.003309659,0.0002853784,0.0003347761,0.001066558,0.002215004],"domain_scores_gemma":[0.9870094,0.002721167,0.0004331309,0.0002595851,0.00185233,0.007724406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002785967,0.001043804,0.01494159,0.00224293,0.00005205123,0.02086883,0.1183416,0.000471759,0.0008437585,0.04120571,0.5350466,0.2646627],"study_design_scores_gemma":[0.00009671041,0.0005140335,0.007228997,0.003433217,0.00002684148,0.006601319,0.3449999,0.0002876609,0.0003467721,0.02897632,0.6073713,0.0001169756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03440159,0.01012908,0.000935158,0.9275193,0.006836887,0.00007696851,0.0001426729,0.00008635392,0.01987194],"genre_scores_gemma":[0.6057457,0.06466568,0.0085732,0.2602947,0.007870625,0.0003827408,0.0005352147,0.000227481,0.05170453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02298544,"threshold_uncertainty_score":0.051853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05685260151076232,"score_gpt":0.3889922186853226,"score_spread":0.3321396171745603,"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."}}