{"id":"W7160069155","doi":"10.33979/2024-2-1","title":"MODERN FEATURES OF PNEUMONIA IN NEWBORNS AND CHILDREN IN THE FIRST MONTHS OF LIFE IN THE OREL REGION","year":2024,"lang":"","type":"article","venue":"Innovations in medicine and pharmacy","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Epidemiology; Incidence (geometry); Pneumonia; Disease; Whooping cough; Bordetella pertussis; 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":[0.0001611303,0.0001668511,0.0001596712,0.0009548409,0.0003986974,0.0003030835,0.0002314601,0.0002789672,0.001484742],"category_scores_gemma":[0.0003895976,0.0001567613,0.0002099718,0.0004131743,0.0002718025,0.0002627967,0.0004085571,0.0002549347,0.0001646002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005561403,"about_ca_system_score_gemma":0.0005888829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020362,"about_ca_topic_score_gemma":0.01437317,"domain_scores_codex":[0.9998275,0.00002571391,0.00001549726,0.00003387904,0.00003465852,0.0000627468],"domain_scores_gemma":[0.9997985,0.00001425717,0.0001173806,0.00000504278,0.0000225185,0.00004233307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009525777,0.00003488369,0.9909315,0.00005891558,0.00001282306,0.001535659,0.0005194382,0.00004773723,0.001215708,0.00006011151,0.0003147462,0.005173324],"study_design_scores_gemma":[0.000001225098,0.00004207918,0.9974892,0.00001080435,0.000002567461,0.001697203,0.0003444128,0.00001952276,0.00004038631,0.00001092324,0.0003396554,0.000002041469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974317,0.0008325411,0.00006313808,0.0001130725,0.000007475787,0.00001364619,0.0003531655,0.000005458059,0.00117986],"genre_scores_gemma":[0.9986265,0.0005005881,0.0001481321,0.00002514024,0.00001346112,0.00001042562,0.0003347151,0.000001349646,0.0003398131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020362,"threshold_uncertainty_score":0.02028847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296392830716748,"score_gpt":0.323508423664505,"score_spread":0.2905444953573375,"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."}}