{"id":"W4393150356","doi":"10.21608/zumj.2024.273951.3222","title":"Epidemiology and Clinical Characterstics of Community Aquired Pneumonia in childhood at Zagazig University Hospitals","year":2024,"lang":"en","type":"article","venue":"Zagazig University Medical Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; Pneumonia; University hospital; Clinical epidemiology; Pediatrics; Family medicine; Gerontology; Environmental health; Internal medicine","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002549026,0.0001799405,0.0007106138,0.0004608443,0.0003760523,0.000006409541,0.000279568,0.0004765827,0.0002585414],"category_scores_gemma":[0.001607395,0.0001648477,0.0002974998,0.0004292565,0.0009654254,0.0002007688,0.0003151727,0.002458312,0.00003710908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003691563,"about_ca_system_score_gemma":0.0006314072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006634484,"about_ca_topic_score_gemma":0.0001181133,"domain_scores_codex":[0.9971049,0.001434109,0.0005543648,0.0002185899,0.0003225669,0.000365411],"domain_scores_gemma":[0.9968944,0.0016698,0.0001955351,0.0002608032,0.0001083133,0.0008711281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002064288,0.0007987706,0.9814396,0.0001421461,0.0004416172,0.002991301,0.001137055,0.000002311443,0.0006238455,0.001082031,0.00146914,0.00966577],"study_design_scores_gemma":[0.001958847,0.0007309656,0.9682389,0.000492924,0.0002751743,0.002175439,0.0009216142,0.0002380246,0.000007661877,0.0001160876,0.0247048,0.0001395195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903929,0.000165953,0.0002666324,0.006507234,0.0006475354,0.0001425209,0.00003415718,0.00005395581,0.001789134],"genre_scores_gemma":[0.9946609,0.003821211,0.00006964771,0.0006124552,0.0001925732,3.819245e-8,0.00001295061,0.00001302815,0.000617156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02323566,"threshold_uncertainty_score":0.9998431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03464909301000487,"score_gpt":0.322850266319459,"score_spread":0.2882011733094542,"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."}}