{"id":"W2093547041","doi":"10.12968/bjom.2002.10.6.10481","title":"Putting the humanity back into maternity","year":2002,"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":"Humanity; Nursing; Obstetrics; Maternity care; Set (abstract data type); Medicine; Service (business); Health care; Political science; Business; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000524408,0.00007228897,0.0002054823,0.00004423319,0.0002018063,0.00006931885,0.0001505606,0.00004552765,0.00845852],"category_scores_gemma":[0.0001048219,0.00005697193,0.0001929655,0.00006555361,0.00006413852,0.0001275592,0.00004257327,0.0004352034,0.0002320344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000474885,"about_ca_system_score_gemma":0.00001590376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005635807,"about_ca_topic_score_gemma":0.0001040491,"domain_scores_codex":[0.9989026,0.00008537035,0.000516531,0.00007347129,0.0002517503,0.0001702429],"domain_scores_gemma":[0.9993074,0.00004394639,0.0002265071,0.0001015765,0.0001782288,0.0001423753],"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":[0.0001683766,0.001079915,0.03484959,0.003379662,0.0002254939,0.005157564,0.001070024,0.000005302615,0.0008304343,0.0001886044,0.09197826,0.8610668],"study_design_scores_gemma":[0.001944322,0.001049242,0.5815677,0.004088033,0.0000797208,0.09268672,0.0001622238,0.000141344,0.0007679953,0.002170062,0.3151755,0.0001671135],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893189,0.004677339,0.00005359748,0.001547084,0.0004741293,0.00008583927,0.00001095836,0.00001019276,0.003821941],"genre_scores_gemma":[0.9845942,0.0008178068,0.0007569513,0.0007325925,0.0005941877,0.000001476428,8.728729e-7,0.00001149685,0.01249045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8608997,"threshold_uncertainty_score":0.9924479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05054662232849325,"score_gpt":0.3040587281116177,"score_spread":0.2535121057831244,"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."}}