{"id":"W2037269327","doi":"10.1001/jamapediatrics.2015.9","title":"Program Science—A Framework for Improving Global Maternal, Newborn, and Child Health","year":2015,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Child health; Global health; Maternal health; Family medicine; Environmental health; Pediatrics; Medical education; Public health; Nursing; Health services; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0006927568,0.0001567985,0.0002759814,0.00008291518,0.0002380777,0.0001624769,0.0001551892,0.0001203701,0.000003094191],"category_scores_gemma":[0.0005149736,0.0001246265,0.00004669519,0.0005249312,0.0001111246,0.0001650248,0.0001147831,0.0002291227,0.00001262198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066257,"about_ca_system_score_gemma":0.000875083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005355735,"about_ca_topic_score_gemma":0.0000123212,"domain_scores_codex":[0.9981847,0.00001539401,0.0003021468,0.0003576219,0.0005112659,0.0006289125],"domain_scores_gemma":[0.9983513,0.00002513801,0.0001628927,0.0002215232,0.0002686428,0.0009705151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003330442,0.000244748,0.6933323,0.001204781,0.000007908613,0.0000173872,0.0002248184,0.000002273494,0.000001668214,0.01409764,0.005165925,0.2853676],"study_design_scores_gemma":[0.004288459,0.003649299,0.9098325,0.0002008941,0.0001096259,0.0005093387,0.0003197652,0.0005191332,0.00002694787,0.01718099,0.06302877,0.0003342223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713581,0.002737678,0.002703817,0.01886061,0.0008787834,0.001395803,0.00008999092,0.000220606,0.001754593],"genre_scores_gemma":[0.8772485,0.0003571676,0.111569,0.007757002,0.002939577,0.00003928987,0.00001282573,0.00002107311,0.00005550832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2850333,"threshold_uncertainty_score":0.5082121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151739313556608,"score_gpt":0.3402638215889503,"score_spread":0.3187464284533842,"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."}}