{"id":"W3187379657","doi":"10.1016/j.ssmph.2021.100888","title":"Are children in female-headed households at a disadvantage? An analysis of immunization coverage and stunting prevalence: in 95 low- and middle-income countries","year":2021,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Associação Brasileira de Saúde Coletiva; International Development Research Centre; Wellcome Trust; Bill and Melinda Gates Foundation","keywords":"Residence; Demography; Medicine; Household income; Low and middle income countries; Disadvantage; Exploratory analysis; Environmental health; Developing country; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000412777,0.0001409332,0.0004528206,0.0003664262,0.0001666329,0.00006717601,0.00006104297,0.00008663582,0.00001957204],"category_scores_gemma":[0.00007263021,0.0001556005,0.00003660831,0.0009355616,0.00004343671,0.000472684,0.00005685838,0.0001317491,2.863135e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195199,"about_ca_system_score_gemma":0.00001762386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503453,"about_ca_topic_score_gemma":0.007502129,"domain_scores_codex":[0.9981741,0.0003515366,0.0006582296,0.0003610456,0.00022094,0.0002341838],"domain_scores_gemma":[0.9991409,0.00007446917,0.0004120219,0.0002323411,0.00005720052,0.00008307249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001131363,0.0001100177,0.9945197,0.0009379952,0.00001873522,0.000002275955,0.003099074,0.0009858574,0.00001834821,0.00005342641,0.000001061833,0.000140405],"study_design_scores_gemma":[0.001311613,0.00004312337,0.993465,0.0009256573,0.00005405214,0.000005921343,0.0003607986,0.003368973,0.0001830914,0.0001393985,0.000002111845,0.0001402566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996806,0.001733618,0.00002573643,0.0008147685,0.00006299928,0.0004004605,0.0001209091,0.0000325299,0.000002990653],"genre_scores_gemma":[0.9979941,0.0007343098,0.0001030031,0.0004559763,0.0000288712,0.00000645414,0.0006476328,0.00001853077,0.0000111785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005998677,"threshold_uncertainty_score":0.6345204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200378239429715,"score_gpt":0.3163413241595969,"score_spread":0.2943375417652998,"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."}}