{"id":"W2752885417","doi":"10.1186/s12978-017-0358-6","title":"A system approach to improving maternal and child health care delivery in Kenya: innovations at the community and primary care facilities (a protocol)","year":2017,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Commission for Science, Technology and Innovation; International Development Research Centre","keywords":"Environmental health; Baseline (sea); Medicine; Cluster (spacecraft); Reproductive medicine; Community health; Population; Public health; Health care; Nursing; Economic growth; Pregnancy; Political science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009816281,0.000207004,0.0005018505,0.00009997134,0.002589129,0.00007228328,0.0001697216,0.00005573885,0.000001402391],"category_scores_gemma":[0.00007125342,0.0001454272,0.00002691495,0.000105366,0.0001904023,0.0001255002,0.0004700577,0.0005788925,0.000004753384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572551,"about_ca_system_score_gemma":0.0005325549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04074325,"about_ca_topic_score_gemma":0.001824027,"domain_scores_codex":[0.997967,0.000347793,0.0004679202,0.000528614,0.0002498009,0.0004388931],"domain_scores_gemma":[0.9981236,0.0000188977,0.0003161426,0.001071532,0.0002305763,0.000239277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001552437,0.0002632542,0.7560567,0.0810101,0.00006285522,0.000009271445,0.1090689,0.00001372415,0.00006848021,0.001969533,0.0009738262,0.0489509],"study_design_scores_gemma":[0.001164961,0.0005799136,0.9650504,0.001204243,0.000005469621,0.0002913615,0.02765641,0.000004230535,0.00006151522,0.000009863486,0.003853169,0.000118487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513665,0.001627277,0.00001063039,0.008945947,0.00008552526,0.03229717,0.0001796204,0.00004636826,0.005440922],"genre_scores_gemma":[0.9924083,0.00005316598,0.0004704732,0.002012623,0.0001984906,0.004562919,0.00003991775,0.0000198092,0.0002343425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2089937,"threshold_uncertainty_score":0.9987094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842630602368771,"score_gpt":0.3077723904964551,"score_spread":0.2793460844727674,"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."}}