{"id":"W4223968430","doi":"10.1093/heapol/czac032","title":"Advancing quality and safety of perinatal services in India: opportunities for effective midwifery integration","year":2022,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"Bill and Melinda Gates Foundation","keywords":"Quality (philosophy); Business; Nursing; Obstetrics; 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":[0.01922719,0.0003490888,0.0003843838,0.002352002,0.004610145,0.008833217,0.002352834,0.002115968,0.004774803],"category_scores_gemma":[0.03637595,0.0004340643,0.001034205,0.002951598,0.003928415,0.006125794,0.01314388,0.004789675,0.0003623528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009966279,"about_ca_system_score_gemma":0.07581016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02589662,"about_ca_topic_score_gemma":0.0427156,"domain_scores_codex":[0.9828188,0.009420048,0.001202389,0.0005462512,0.002211778,0.003800728],"domain_scores_gemma":[0.9602119,0.01935957,0.005217664,0.002162494,0.006113424,0.006934877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000190422,0.0004802779,0.04053917,0.009849077,0.0001167075,0.002852847,0.06765335,0.001117788,0.00234609,0.05534595,0.02692079,0.7925876],"study_design_scores_gemma":[0.0001291276,0.001100995,0.1942759,0.02899873,0.0004004909,0.00268443,0.2078871,0.001268657,0.00317053,0.04449109,0.5153307,0.0002622592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1676038,0.07329972,0.009291088,0.6626745,0.002128532,0.0008212311,0.0002551247,0.0003219931,0.08360413],"genre_scores_gemma":[0.9185107,0.03490534,0.01744727,0.02551286,0.0006405532,0.000437025,0.0001409173,0.00004372728,0.002361535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02589662,"threshold_uncertainty_score":0.1016843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0528972233835438,"score_gpt":0.4060839747306814,"score_spread":0.3531867513471376,"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."}}