{"id":"W4385876763","doi":"10.1186/s12913-023-09884-9","title":"Health facilities preparedness to deliver maternal and newborn health care in Kilifi and Kisii Counties, Kenya","year":2023,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; Government of Canada; Aga Khan Foundation Canada; Aga Khan Foundation","keywords":"Medicine; Preparedness; Health facility; Health care; Referral; Medical emergency; Reproductive health; Health administration; Environmental health; Nursing; Public health; Family medicine; Population; Health services","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0006392981,0.0002576077,0.0001393906,0.0007693812,0.0009694711,0.0004929965,0.0005003635,0.0003074141,0.001534749],"category_scores_gemma":[0.001822434,0.0002741338,0.0001384107,0.0006979067,0.000472184,0.0004358594,0.0008006522,0.0002770487,0.00008260785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661602,"about_ca_system_score_gemma":0.002537698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05240479,"about_ca_topic_score_gemma":0.1279287,"domain_scores_codex":[0.9995938,0.0001166828,0.00004104179,0.00003843016,0.0000539935,0.0001561466],"domain_scores_gemma":[0.9990492,0.0001702104,0.0004826844,0.00002169238,0.0001027106,0.0001734794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001022643,0.0001538312,0.9824604,0.0002424924,0.00003058108,0.001099151,0.00561496,0.0002800232,0.001343793,0.0003096838,0.0004418532,0.007920809],"study_design_scores_gemma":[0.00001270481,0.000202763,0.9863003,0.0001061088,0.00001908081,0.0005618507,0.01167426,0.000165137,0.000190554,0.00003433455,0.0007241644,0.000008660478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999121,0.0001285031,0.00002330104,0.00006726895,0.000001566031,0.00003306318,0.0001453781,0.000001483825,0.0004784756],"genre_scores_gemma":[0.9994594,0.0001303177,0.0001386284,0.00001725116,0.000001323476,0.00003686253,0.0001058272,4.636605e-7,0.0001098077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05240479,"threshold_uncertainty_score":0.1041995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714413706632479,"score_gpt":0.4068591562110901,"score_spread":0.3697150191447653,"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."}}