{"id":"W3040190434","doi":"10.1136/bmjgh-2020-002697","title":"Measurement and accountability for maternal, newborn and child health: fit for 2030?","year":2020,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"World Health Organization; Bill and Melinda Gates Foundation","keywords":"Accountability; Child health; Environmental health; Public health; Medicine; Maternal health; Psychology; Pediatrics; Political science; Nursing; Health services","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":[0.0009015453,0.0002256763,0.0006331248,0.00001696659,0.00030929,0.00003584014,0.00007912617,0.00007653906,0.000009405094],"category_scores_gemma":[0.0001150965,0.0001876784,0.00007814841,0.00009623448,0.00005240453,0.00006352177,0.00005949202,0.0001156434,0.000005544568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005053181,"about_ca_system_score_gemma":0.0006767219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002428156,"about_ca_topic_score_gemma":0.0005396346,"domain_scores_codex":[0.9977847,0.00005301579,0.0006146377,0.0005109031,0.0003851882,0.0006515859],"domain_scores_gemma":[0.9982771,0.00002171095,0.0002171013,0.0001893149,0.0001767371,0.001118006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01087605,0.0006980686,0.3760127,0.04266213,0.0002506274,0.00001057452,0.001190002,0.000009430775,0.00002220741,0.009399934,0.1880406,0.3708277],"study_design_scores_gemma":[0.005998229,0.004064307,0.7540541,0.001003903,0.00004289826,0.0002047885,0.0002086722,0.0005571193,0.00001686957,0.001546654,0.2320753,0.0002271777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4268814,0.01255748,0.003172476,0.5453263,0.000440952,0.00940986,0.00150456,0.0001771807,0.0005298091],"genre_scores_gemma":[0.8901545,0.0009263598,0.005397039,0.1025823,0.0007446458,0.0001307582,0.0000276247,0.0000219985,0.00001472369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4632732,"threshold_uncertainty_score":0.7653301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08870667918585083,"score_gpt":0.4036072021892932,"score_spread":0.3149005230034424,"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."}}