{"id":"W6949421452","doi":"10.5281/zenodo.14651872","title":"Особливості епідеміології злоякісних новоутворень стравоходу серед населення України за період з 2016 року до 2023 року","year":2024,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Epidemiology; Period (music); Disease","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006753654,0.0009235424,0.001244998,0.001450807,0.004213337,0.003144979,0.002051413,0.0007848015,0.1000175],"category_scores_gemma":[0.002990252,0.0008939016,0.0004353081,0.003415825,0.0005721525,0.0009228524,0.00199622,0.00270249,0.1768518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785953,"about_ca_system_score_gemma":0.0008734145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003047877,"about_ca_topic_score_gemma":0.00003383153,"domain_scores_codex":[0.9882883,0.002519113,0.002084769,0.002188223,0.002183548,0.002735984],"domain_scores_gemma":[0.9926559,0.0002777442,0.0004324727,0.002194712,0.002137186,0.002301982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001327587,0.0003380504,0.0000189255,0.00401076,0.0003925888,0.0005443924,0.003264567,0.000007425576,0.0008568858,0.01993132,0.7420685,0.2284338],"study_design_scores_gemma":[0.001435884,0.00158741,0.001009495,0.002558675,0.0001668623,0.0008372366,0.001935624,0.001704533,0.00009045644,0.0005048661,0.9873486,0.0008203345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02193587,0.02623465,0.003932516,0.05380782,0.009870799,0.008296581,0.005439025,0.007221225,0.8632615],"genre_scores_gemma":[0.8084448,0.01059556,0.0003235303,0.003817074,0.01242844,0.000002397121,0.009325695,0.012272,0.1427905],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7865089,"threshold_uncertainty_score":0.9995983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06482236502640064,"score_gpt":0.3258823883297208,"score_spread":0.2610600233033202,"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."}}