{"id":"W4387584852","doi":"10.4314/ahs.v23i2.21","title":"Challenges and recommendations for addressing under-five pneumonia morbidity and mortality in Nigeria","year":2023,"lang":"en","type":"article","venue":"African Health Sciences","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Medicine; Pneumonia; Malnutrition; Focus group; Qualitative research; Severe Acute Malnutrition; Child mortality; Intensive care medicine; Anxiety; Environmental health; Family medicine; Pediatrics; Population; Psychiatry; Pathology; Internal medicine","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":[0.01239969,0.0008921844,0.0009911852,0.001500662,0.005892476,0.006944012,0.003445531,0.007132607,0.009659482],"category_scores_gemma":[0.02566175,0.0005526293,0.001192584,0.001332295,0.00256,0.006410342,0.005994574,0.009850433,0.001311279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004149529,"about_ca_system_score_gemma":0.06028882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02176359,"about_ca_topic_score_gemma":0.0471435,"domain_scores_codex":[0.9914094,0.0051135,0.0006666463,0.0003533669,0.0007928676,0.001664134],"domain_scores_gemma":[0.9771726,0.007493295,0.001246381,0.0003454896,0.00462831,0.009113979],"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":[0.0001333717,0.001331077,0.03849009,0.01387148,0.0001524504,0.005454611,0.07380185,0.0009582544,0.002079092,0.01955878,0.4522313,0.3919377],"study_design_scores_gemma":[0.00007153818,0.000229819,0.02086498,0.04390182,0.0001771279,0.001306053,0.5110362,0.001023739,0.0006935646,0.02019184,0.4003326,0.0001708606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01818641,0.04674257,0.002434182,0.9089015,0.007077032,0.0005913998,0.0002649447,0.0001643712,0.01563764],"genre_scores_gemma":[0.4146802,0.2686812,0.0975683,0.1864484,0.003920397,0.004567083,0.0009984507,0.0001405763,0.0229956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02176359,"threshold_uncertainty_score":0.06557661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2702520716398572,"score_gpt":0.4485240248121227,"score_spread":0.1782719531722655,"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."}}