{"id":"W6893303120","doi":"10.5281/zenodo.14651873","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":"Medical and Pharmaceutic Studies","field":"Pharmacology, Toxicology and Pharmaceutics","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":[0.004203341,0.001002385,0.000966395,0.0007627321,0.005987574,0.001485639,0.002803839,0.0008777044,0.3124326],"category_scores_gemma":[0.001698079,0.0009702998,0.0004778694,0.00213085,0.001748117,0.0005580512,0.003780141,0.004003613,0.1629891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005863687,"about_ca_system_score_gemma":0.0001305365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008492123,"about_ca_topic_score_gemma":0.000003566288,"domain_scores_codex":[0.9902071,0.002926584,0.001413225,0.001889584,0.001298654,0.00226487],"domain_scores_gemma":[0.9954545,0.0007616703,0.0003368191,0.00100497,0.0009998548,0.001442213],"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":[0.0003877771,0.0006610941,0.00002077782,0.001132685,0.00152032,0.0005759474,0.00287467,0.00006099324,0.005371542,0.008453924,0.7673984,0.2115418],"study_design_scores_gemma":[0.002152215,0.0007108054,0.0002631932,0.0004616228,0.000834786,0.0003615268,0.0008149827,0.004869965,0.00216661,0.00148492,0.9848408,0.00103864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02620315,0.0620364,0.00190216,0.02774384,0.01947951,0.005132515,0.007388861,0.005538791,0.8445747],"genre_scores_gemma":[0.7316145,0.05541397,0.0002661618,0.01016525,0.01121077,0.000005686426,0.006121457,0.007966717,0.1772355],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7054114,"threshold_uncertainty_score":0.9995509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1941550837133203,"score_gpt":0.4196550476186549,"score_spread":0.2254999639053346,"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."}}