{"id":"W6939413300","doi":"10.60692/ngmm5-5e769","title":"Measurement and accountability for maternal, newborn and child health: fit for 2030?","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Accountability; Equity (law); Pandemic; Global health; Health care; Action (physics); Focus group; Data collection; Set (abstract data type)","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":[],"consensus_categories":[],"category_scores_codex":[0.04561879,0.001188462,0.0009361379,0.002143949,0.00427231,0.01588267,0.002409722,0.009532821,0.02579946],"category_scores_gemma":[0.1048912,0.0008239261,0.001151073,0.001802419,0.009218747,0.02099362,0.008526531,0.02332649,0.008352326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01146706,"about_ca_system_score_gemma":0.04286056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01858906,"about_ca_topic_score_gemma":0.02285249,"domain_scores_codex":[0.9723366,0.0139094,0.002147382,0.001928919,0.007334718,0.0023429],"domain_scores_gemma":[0.9214782,0.0288947,0.004143467,0.006523094,0.02559494,0.01336562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002782275,0.00004405847,0.002047442,0.0004729915,0.00002547058,0.0000500324,0.0006520364,0.0002359426,0.0002230592,0.1042644,0.7833499,0.1086069],"study_design_scores_gemma":[0.00001624063,0.00007793657,0.005497963,0.004955015,0.00002997167,0.0001481618,0.002461616,0.0009634664,0.0003929306,0.1091864,0.8761543,0.0001159704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002693395,0.005777132,0.00259614,0.9736494,0.008439349,0.0000316599,0.0001550562,0.0001044358,0.008977513],"genre_scores_gemma":[0.1141508,0.07855385,0.05400677,0.6847718,0.03971897,0.0007679948,0.001545295,0.0006851639,0.02579936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04561879,"threshold_uncertainty_score":0.2412581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08928557191252076,"score_gpt":0.2763922471012259,"score_spread":0.1871066751887051,"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."}}