{"id":"W4409681230","doi":"10.6000/1929-6029.2025.14.21","title":"Spatial Analysis Risk Factors of Pneumonia Incidence in Toddlers Gowa Regency","year":2025,"lang":"en","type":"article","venue":"International Journal of Statistics in Medical Research","topic":"Healthcare Quality and Satisfaction","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Pneumonia; Environmental health; Geography; Medicine; Mathematics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003480519,0.0003085068,0.0002339582,0.001200964,0.0005905894,0.0004059435,0.0004059059,0.0001981099,0.001502731],"category_scores_gemma":[0.001622773,0.0001299812,0.0005559911,0.001175734,0.0003018409,0.0001933108,0.0006367159,0.0002425582,0.0001461632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000724097,"about_ca_system_score_gemma":0.0008275869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1436419,"about_ca_topic_score_gemma":0.1832577,"domain_scores_codex":[0.9996573,0.0001044154,0.00003276113,0.00006653617,0.00006523095,0.00007385419],"domain_scores_gemma":[0.9993302,0.00009494457,0.0002875276,0.00004727722,0.0001455848,0.000094485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001713586,0.0000105293,0.9978426,0.0000161268,0.00003525505,0.00009059882,0.0001748623,0.0001074574,0.00008271622,0.00002972464,0.0001431395,0.001449936],"study_design_scores_gemma":[0.000001022222,0.00001740017,0.9982729,0.00001592342,0.00002193843,0.0000949415,0.0009734506,0.0003392383,0.0000295553,0.00002952617,0.000201834,0.000002276154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985037,0.0002073623,0.0001614286,0.00009101757,0.000004920701,0.00001453196,0.0004928319,0.000005746259,0.0005184809],"genre_scores_gemma":[0.9988972,0.0001292592,0.0002979705,0.0000151185,0.000005271882,0.00002120775,0.0003690762,0.000001364666,0.0002635005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1436419,"threshold_uncertainty_score":0.2856117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156245192134287,"score_gpt":0.6102221531057344,"score_spread":0.4539769609714474,"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."}}