{"id":"W4403549085","doi":"10.7189/jogh.14.04188","title":"Trends in the quality of antenatal care in India: Patterns of change across 36 states and union territories, 1999–2021","year":2024,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quality (philosophy); Prenatal care; MEDLINE; Medicine; Geography; Environmental health; Political science; Population; Law","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":[0.001286781,0.0001083956,0.0005073454,0.0001002437,0.00002570175,0.0000130456,0.0001058891,0.00006607287,0.000006627076],"category_scores_gemma":[0.00002304015,0.00006614143,0.00007498581,0.000423621,0.00004780836,0.0001081818,0.00003862231,0.0003249002,2.074073e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004722305,"about_ca_system_score_gemma":0.0002880832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04075192,"about_ca_topic_score_gemma":0.01520661,"domain_scores_codex":[0.9980851,0.0002387604,0.0008625053,0.0001146164,0.0004228896,0.0002761491],"domain_scores_gemma":[0.9992849,0.00005459718,0.0003248436,0.0001064354,0.00009606049,0.000133151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000459261,0.0001404998,0.926221,0.00201412,0.00001865425,0.0002377931,0.009744457,5.884031e-7,0.00000545119,0.0003939029,0.0001327208,0.06063152],"study_design_scores_gemma":[0.001123927,0.001285557,0.9836915,0.002059604,0.000008843239,0.0003505986,0.01015336,0.000005355259,0.00001054055,0.0001675741,0.001099604,0.00004354042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750025,0.01775336,0.000002997951,0.005774901,0.0003791819,0.0001259323,0.0009102697,0.000002645874,0.00004824679],"genre_scores_gemma":[0.9943296,0.004707072,0.00002516355,0.0006257658,0.0002747238,0.000001088047,0.00002835805,0.000004596764,0.000003631172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06058799,"threshold_uncertainty_score":0.9656358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174314781152878,"score_gpt":0.4060844302597575,"score_spread":0.3743412824482288,"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."}}