{"id":"W2142900098","doi":"10.12927/whp.2010.21662","title":"\"Social Marketing\" for Early Neonatal Care: Saving Newborn Lives in Pakistan","year":2010,"lang":"en","type":"article","venue":"World health & population","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breastfeeding; Medicine; Birth attendant; Infant mortality; Developing country; Social marketing; Neonatal mortality; Environmental health; Neonatal sepsis; Business; Economic growth; Population; Pediatrics; Sepsis; Maternal health; Health services; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004795585,0.0001188434,0.0002648357,0.0001521822,0.0002426181,0.0000188634,0.00005261838,0.00006248914,0.00003019366],"category_scores_gemma":[0.00004808116,0.0001152042,0.00006023149,0.0002079711,0.00001691786,0.00007393484,0.00001769678,0.0003309087,0.000006808077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423239,"about_ca_system_score_gemma":0.0001245526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007880018,"about_ca_topic_score_gemma":0.03510352,"domain_scores_codex":[0.9986611,0.00006499614,0.0004465537,0.0002302519,0.0001943511,0.0004027212],"domain_scores_gemma":[0.999424,0.00006072098,0.0001653538,0.0001143487,0.00006625896,0.0001693645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005476706,0.00003270902,0.8652607,0.0006001797,0.000003517405,0.00000380543,0.002230396,0.000001068619,0.00005187593,0.002326907,0.0005476974,0.1283934],"study_design_scores_gemma":[0.001047326,0.0001013688,0.9664429,0.0001679537,0.000007185785,0.000005712072,0.0002292901,0.0000406093,0.000003864744,0.0004595466,0.03140891,0.00008534905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901482,0.0002590533,0.00003429889,0.007404223,0.0004307867,0.0008375554,0.00001966018,0.00006267038,0.00080358],"genre_scores_gemma":[0.9933063,0.00001080745,0.003511832,0.001820787,0.0007705316,0.0000235356,0.0001608767,0.00002128434,0.0003739961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1283081,"threshold_uncertainty_score":0.9987266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140113919313605,"score_gpt":0.3523708521816789,"score_spread":0.3383594602503184,"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."}}