{"id":"W7104380226","doi":"10.5281/zenodo.17548601","title":"PREVALENCE OF ACUTE RESPIRATORY INFECTIONS IN SAUDI ARABIAN CHILDREN: AN ANALYTICAL STUDY OF CAUSES AND RISK FACTORS","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Underweight; Logistic regression; Public health; Vaccination; Cross-sectional study; Risk factor; Immunization","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":[0.0007672576,0.0003172806,0.0002686398,0.001467748,0.0002886136,0.0004576356,0.0002921364,0.0003040264,0.0008051259],"category_scores_gemma":[0.001318181,0.0002357673,0.0003868911,0.001237809,0.0002772498,0.0003191564,0.0004842159,0.0003065574,0.0001734217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006163242,"about_ca_system_score_gemma":0.0006652004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01657167,"about_ca_topic_score_gemma":0.01473104,"domain_scores_codex":[0.9994215,0.0001268218,0.0001171473,0.0000748869,0.0001638594,0.00009588672],"domain_scores_gemma":[0.9985511,0.0001658988,0.0007522636,0.00005026194,0.0002948044,0.0001855333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001544549,0.00001027167,0.9992728,0.00001404335,0.00001161812,0.00002229721,0.000108733,0.00001070629,0.00007448546,0.000004046012,0.00002519603,0.0004304116],"study_design_scores_gemma":[0.00000117904,0.00004745791,0.9991804,0.000009929008,0.000006516884,0.0001521552,0.0004131138,0.00005069522,0.00003989555,0.000002844904,0.0000940399,0.000001753014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999014,0.0002342737,0.00004534513,0.00002131133,0.000002005395,0.00001540485,0.0005234351,0.000001672465,0.0001424776],"genre_scores_gemma":[0.9986846,0.0003080536,0.0001986087,0.00001889659,0.000004430433,0.00002255094,0.0006933761,7.615798e-7,0.00006878391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01657167,"threshold_uncertainty_score":0.0329504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05820071101033134,"score_gpt":0.3797921107631408,"score_spread":0.3215913997528095,"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."}}