{"id":"W4254517309","doi":"10.21203/rs.3.rs-72783/v1","title":"Pentavalent vaccination in rural Kenya: coverage and geographical accessibility to health facilities using data from a community demographic and health surveillance system in Kilifi County.","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Government of Canada; Aga Khan Foundation Canada; Aga Khan Foundation","keywords":"Geography; Environmental health; Vaccination; Socioeconomics; Medicine; Virology; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004199494,0.0002366671,0.0001527628,0.0009062138,0.0003905733,0.0003180884,0.000349345,0.0003349826,0.001634656],"category_scores_gemma":[0.001769441,0.0002483989,0.0002150082,0.002277903,0.0001838896,0.0004364157,0.0004448701,0.0003586164,0.0003361028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005749434,"about_ca_system_score_gemma":0.0006226603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2024718,"about_ca_topic_score_gemma":0.2583669,"domain_scores_codex":[0.9997435,0.00009523083,0.00002669746,0.00005233943,0.00003027981,0.00005197493],"domain_scores_gemma":[0.9993488,0.0001523454,0.0002901604,0.00002386235,0.00009298374,0.00009169909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007092654,0.00003615439,0.9973577,0.00002199546,0.00003690768,0.00005373637,0.0003381656,0.0001175461,0.0001855105,0.00003177344,0.0004692353,0.001280341],"study_design_scores_gemma":[0.000006519994,0.00003226159,0.9985844,0.00001336711,0.00001614481,0.0000501356,0.0008532433,0.0001867221,0.00004892855,0.000008115873,0.0001974643,0.000002718425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947277,0.00008689549,0.00004724101,0.00005622328,0.000001612912,0.0000127502,0.004598282,0.000002261202,0.0004669391],"genre_scores_gemma":[0.9967505,0.0001252118,0.0001441716,0.00001491293,0.000002180997,0.00002368478,0.002619495,0.000002079747,0.0003178375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2024718,"threshold_uncertainty_score":0.4025866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2179924024110865,"score_gpt":0.4677922268493685,"score_spread":0.249799824438282,"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."}}