{"id":"W4288049374","doi":"10.1016/s2214-109x(22)00009-2","title":"Child and adolescent deaths: a call for strengthening mortality surveillance systems","year":2022,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Child mortality; Medical emergency; Medicine; MEDLINE; Environmental health; Political science; Population","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001155059,0.000414013,0.001413002,0.00002920213,0.0005391544,0.00005611418,0.0003558704,0.000247481,0.00001781964],"category_scores_gemma":[0.00004528639,0.0002789398,0.0001556999,0.0001535294,0.00008606728,0.00002259491,0.0001674661,0.0015897,0.000006796181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009536511,"about_ca_system_score_gemma":0.0004527052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003605926,"about_ca_topic_score_gemma":0.0001797677,"domain_scores_codex":[0.9965432,0.0003977699,0.0006557342,0.0006092504,0.0006527127,0.001141344],"domain_scores_gemma":[0.9983645,0.00008881318,0.0004596558,0.0007544091,0.00008037331,0.0002522487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000308551,0.00004484783,0.02631258,0.005623228,0.0001344466,0.00005904834,0.00005371581,0.00001333088,4.177931e-8,0.0006482778,0.9659023,0.0008995786],"study_design_scores_gemma":[0.001363496,0.0004935081,0.1201753,0.0009911116,0.00006968125,0.0005524064,0.00004870629,0.0001626959,5.591736e-8,0.000243472,0.8756796,0.0002199273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009873604,0.01675716,0.00006025412,0.960757,0.001446297,0.002835627,0.005362771,0.0001901376,0.002717139],"genre_scores_gemma":[0.05564393,0.003130321,0.00007459829,0.929881,0.009971529,0.0001459432,0.0007889966,0.00004593131,0.000317697],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09386276,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117185377343367,"score_gpt":0.3442683214046795,"score_spread":0.3030964676312458,"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."}}