{"id":"W7117484557","doi":"10.62963/2073-2899-2025-50-57-64","title":"PECULIARITIES OF EPIDEMIOLOGY AND ETIOLOGY OF ACUTE RESPIRATORY INFECTIONS AND INFLUENZA DURING EPIDEMIC RISE OF INCIDENCE IN THE KHABAROVSK KRAI DURING 2024-2024 AND 2024-2025","year":2025,"lang":"","type":"article","venue":"Dalʹnevostočnyj žurnal infekcionnoj patologii.","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Etiology; Incidence (geometry); Epidemiology; Outbreak; Virus; Quarter (Canadian coin); Respiratory system; Human mortality from H5N1","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004550384,0.0006501692,0.002478835,0.001716958,0.0004595485,0.00001915022,0.0003830415,0.0008462307,0.0002766796],"category_scores_gemma":[0.008178946,0.0005425362,0.0002460359,0.001080986,0.003700752,0.0003634696,0.0007755855,0.002024333,0.000003989271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001622939,"about_ca_system_score_gemma":0.001115319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009672113,"about_ca_topic_score_gemma":0.0003895615,"domain_scores_codex":[0.9911015,0.002796471,0.003774902,0.000976608,0.0003136903,0.001036823],"domain_scores_gemma":[0.9915817,0.005090377,0.001530763,0.0008710585,0.0004499963,0.0004760564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001515481,0.0003172359,0.978048,0.007273306,0.0004140705,0.0001527984,0.002131089,0.00006049587,0.002052607,0.006453748,0.0008923738,0.0006888477],"study_design_scores_gemma":[0.005072209,0.001278216,0.9773191,0.003018296,0.001092178,0.0005081422,0.002497895,0.0002548308,0.000666939,0.006843289,0.00103947,0.0004094884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265309,0.06844338,0.00005628949,0.001862311,0.000696046,0.00109872,0.0003180105,0.00002050283,0.0009738544],"genre_scores_gemma":[0.9765553,0.02075435,0.0001246555,0.001957391,0.000129395,0.0001185738,0.000008946069,0.00002551875,0.0003259045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05002438,"threshold_uncertainty_score":0.9997026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04652606197379239,"score_gpt":0.3855911636164236,"score_spread":0.3390651016426313,"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."}}