{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1674455,0.002306675,0.002559688,0.004750948,0.007918956,0.02686376,0.004979181,0.02404712,0.008995675],"category_scores_gemma":[0.1720767,0.001343159,0.002650526,0.004684341,0.02669487,0.05527197,0.02344257,0.04929104,0.003714742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02046682,"about_ca_system_score_gemma":0.09465628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02219026,"about_ca_topic_score_gemma":0.02234592,"domain_scores_codex":[0.8795406,0.07285284,0.006476629,0.006358929,0.02103824,0.01373273],"domain_scores_gemma":[0.8410512,0.07535318,0.009350725,0.01318868,0.03067622,0.03038007],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002102517,0.0003118095,0.006131803,0.003199907,0.0002249503,0.0004399001,0.01027677,0.0012399,0.001663905,0.4264061,0.3023997,0.2474951],"study_design_scores_gemma":[0.00007874158,0.0002987971,0.008593494,0.007655733,0.0001097573,0.0004356179,0.01295779,0.001384504,0.0009331757,0.416734,0.5504971,0.0003212738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009986684,0.01600138,0.006351404,0.9653058,0.006327735,0.00005064967,0.0001057027,0.0001680602,0.004690554],"genre_scores_gemma":[0.1899738,0.05771825,0.08022612,0.6457392,0.01676716,0.001025634,0.0009229444,0.0007002366,0.00692661],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8325545,"threshold_uncertainty_score":0.8855469,"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."}}