{"id":"W2763294356","doi":"10.1093/heapol/czx104","title":"Cadres, content and costs for community-based care for mothers and newborns from seven countries: implications for universal health coverage","year":2017,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"South African Medical Research Council","keywords":"Universal coverage; Developing country; Nursing; Health care; Economic growth; Environmental health; Medicine; Family medicine; Health policy; Public health; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003204781,0.0001297878,0.0003603956,0.00005416344,0.00222726,0.00005590167,0.00006935351,0.00007310585,5.035831e-7],"category_scores_gemma":[0.0001243597,0.0001170524,0.00002957933,0.00001588366,0.00008526494,0.00006098305,0.00002530666,0.0001339923,1.095012e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998909,"about_ca_system_score_gemma":0.0006774545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0651996,"about_ca_topic_score_gemma":0.001894897,"domain_scores_codex":[0.9991232,0.0000595794,0.0002181338,0.0001734009,0.00005026085,0.0003754168],"domain_scores_gemma":[0.9984795,0.0005730295,0.0002312329,0.0002197255,0.0001013983,0.0003950713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009574389,0.0002553022,0.6554297,0.02828337,0.0003701017,0.000004484045,0.1070507,0.00005793862,0.00008966673,0.06634724,0.04395285,0.08858423],"study_design_scores_gemma":[0.01234515,0.002444907,0.5274989,0.001802138,0.00006008311,0.00001916927,0.009755925,0.0004455576,0.00001406978,0.001884216,0.4435003,0.0002295671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7801347,0.00472138,0.007180176,0.1863685,0.0001142908,0.004131213,0.01712097,0.00005028678,0.0001784871],"genre_scores_gemma":[0.9464408,0.0008146412,0.001703845,0.04990087,0.0002999353,0.00007782618,0.0006793005,0.00002091416,0.0000619179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3995475,"threshold_uncertainty_score":0.9990717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09506670464427969,"score_gpt":0.4086046315945658,"score_spread":0.3135379269502861,"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."}}