{"id":"W4401200863","doi":"10.1186/s13052-024-01702-0","title":"Utilization of integrated community-based case management of childhood illness and associated factors in Ethiopia: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"The Italian Journal of Pediatrics/Italian journal of pediatrics","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Funnel plot; Medicine; Publication bias; Meta-analysis; Child mortality; Environmental health; Family medicine; Internal medicine; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008396944,0.0009130248,0.01082821,0.00308085,0.0001619606,0.00009483551,0.0007549865,0.0005052245,0.0000425632],"category_scores_gemma":[0.0007148477,0.0005036485,0.003538052,0.005363305,0.0001799025,0.000227135,0.0001738453,0.002940854,0.000001587094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004127206,"about_ca_system_score_gemma":0.0009601712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000123023,"about_ca_topic_score_gemma":0.00007544366,"domain_scores_codex":[0.9880251,0.002796215,0.006932773,0.0003018821,0.001484731,0.0004593114],"domain_scores_gemma":[0.9851788,0.0009057446,0.01104436,0.0006136291,0.001701668,0.0005557886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000421483,0.000726093,0.001696493,0.9590144,0.03292885,0.003199385,0.00104333,0.0000158633,3.745829e-8,0.00003840875,0.0006388648,0.0006561273],"study_design_scores_gemma":[0.001107872,0.0009813952,0.00031838,0.04059838,0.9480501,0.00512998,0.002663375,0.000005383615,3.034886e-7,0.0001063576,0.0006040961,0.0004343844],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009737658,0.9871544,0.0001205739,0.0002438534,0.000327715,0.00160271,0.0007833713,0.000008830958,0.00002094784],"genre_scores_gemma":[0.0606005,0.938639,0.0002016193,0.0001592152,0.0001535147,0.000008701025,0.00007185686,0.00007951581,0.00008603296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.918416,"threshold_uncertainty_score":0.9997415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07812029886955563,"score_gpt":0.3516882165858288,"score_spread":0.2735679177162732,"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."}}