{"id":"W4401499941","doi":"10.1038/s41598-024-67206-3","title":"Individual and community-level determinants of quality antenatal care in six South Asian countries","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Quality (philosophy); Medicine; Geography; Environmental health; Demography; Socioeconomics; Economics; Sociology","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":[0.001439159,0.0003121125,0.0003052319,0.0007410329,0.0004267958,0.0006325555,0.0002772694,0.0002731307,0.0008061731],"category_scores_gemma":[0.002215446,0.0003282223,0.000540625,0.00132569,0.0004848953,0.0003411071,0.0008526451,0.0004727007,0.00008411387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004898627,"about_ca_system_score_gemma":0.0006892406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03588196,"about_ca_topic_score_gemma":0.04129232,"domain_scores_codex":[0.9993585,0.0003164821,0.00009566913,0.00006697688,0.0000692473,0.00009321682],"domain_scores_gemma":[0.9982503,0.0003744836,0.0007177325,0.0001075724,0.0002225704,0.000327386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003611186,0.00002464318,0.9971291,0.00002629374,0.00006938263,0.00006284239,0.0008615412,0.00008131192,0.0001081279,0.00003952353,0.00005520851,0.001505961],"study_design_scores_gemma":[0.00000624,0.00005163785,0.9968848,0.0000256132,0.00003558605,0.00007357615,0.002509585,0.0002335858,0.00003811991,0.00002284163,0.0001127931,0.000005529731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994956,0.0001103288,0.00004350644,0.00004820392,0.000001775275,0.000006205508,0.0001226584,0.000001218065,0.0001703973],"genre_scores_gemma":[0.9996644,0.00009268583,0.00007980613,0.00001424988,0.000001143239,0.000007340892,0.000106637,5.563189e-7,0.00003298238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03588196,"threshold_uncertainty_score":0.07134622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04380780293971763,"score_gpt":0.3429950187649384,"score_spread":0.2991872158252207,"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."}}