{"id":"W4387742627","doi":"10.1186/s43054-023-00221-7","title":"Geospatial distribution of under-five mortality in Alexandria, Egypt: a cross-sectional survey","year":2023,"lang":"en","type":"article","venue":"Egyptian Pediatric Association Gazette","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Princess Nourah Bint Abdulrahman University","keywords":"Functional illiteracy; Medicine; Sanitation; Environmental health; Pediatrics; Population; Demography; Diarrhea; Ecological study; Internal medicine; Pathology","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":[0.0003820906,0.0001871776,0.0001980703,0.001503959,0.0002728878,0.0004160969,0.0003719802,0.0002150722,0.001118299],"category_scores_gemma":[0.0007417586,0.0001500805,0.0002553186,0.002287382,0.0002736257,0.0002679967,0.0004916722,0.0001722947,0.0001610257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012624,"about_ca_system_score_gemma":0.00100187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06628188,"about_ca_topic_score_gemma":0.08529924,"domain_scores_codex":[0.9997466,0.00004661644,0.00004036969,0.00004682545,0.00006009366,0.00005946076],"domain_scores_gemma":[0.999607,0.00005933091,0.0001948683,0.00003483865,0.00007298154,0.00003103484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001048375,0.00001483383,0.9972218,0.00003325998,0.00003102286,0.0001051077,0.0002538166,0.00008162818,0.0001242242,0.00006282145,0.0001554834,0.001905572],"study_design_scores_gemma":[0.000001052129,0.00001201221,0.9985756,0.00001461694,0.00001139304,0.00009115339,0.0008372272,0.0001439764,0.00002998221,0.00001279999,0.0002681128,0.000002263518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986936,0.00008936832,0.0000439502,0.00003755526,9.889268e-7,0.000007856163,0.0007793477,0.000002297037,0.0003451573],"genre_scores_gemma":[0.9989315,0.0001491676,0.00009517789,0.00001388967,0.00000186132,0.000008974978,0.0006554432,6.062853e-7,0.0001433323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06628188,"threshold_uncertainty_score":0.1317922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616392299694485,"score_gpt":0.3261560294785837,"score_spread":0.2999921064816389,"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."}}