{"id":"W2954246417","doi":"10.7189/jogh.09.010801","title":"Evidence of Impact: iCCM as a strategy to save lives of children under five","year":2019,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; World Health Organization","keywords":"Malaria; Medicine; Child mortality; Psychological intervention; Environmental health; Referral; Under-five; Demography; Diarrhea; Population; Family medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000533719,0.0001588123,0.0008220372,0.00008137714,0.00002656115,0.000007717028,0.0002060943,0.000065459,0.0001808891],"category_scores_gemma":[0.00008428079,0.0001087191,0.0002337576,0.0003001539,0.00004093074,0.0001312376,0.00005060179,0.0002406156,0.00005314718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051768,"about_ca_system_score_gemma":0.002605547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005107205,"about_ca_topic_score_gemma":0.0000883493,"domain_scores_codex":[0.9977984,0.00009211688,0.000948598,0.0001470698,0.0006482624,0.0003655292],"domain_scores_gemma":[0.997678,0.00005738052,0.0009250771,0.0002250156,0.0004419218,0.0006725393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005454825,0.0007303332,0.9709409,0.001217946,0.0003775528,0.00004450456,0.0008454534,0.0008596906,0.0007932717,0.003367703,0.004438579,0.01092918],"study_design_scores_gemma":[0.001260522,0.01749205,0.9740139,0.003599309,0.0000468141,0.001370493,0.0005383028,0.000007168734,0.000157805,0.001411846,0.00002504792,0.00007672271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900082,0.004602913,0.00002609476,0.003610304,0.0001838286,0.0004284669,0.00005351127,0.000005526666,0.001081101],"genre_scores_gemma":[0.9956107,0.001079174,0.000387458,0.002656736,0.0001694008,2.984792e-7,0.000001143288,0.000008000631,0.0000871083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01676172,"threshold_uncertainty_score":0.7720601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337589070839799,"score_gpt":0.394178670931416,"score_spread":0.370802780223018,"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."}}