{"id":"W4417029199","doi":"10.32895/hcjm.m.2025.12.04","title":"Giá trị kết quả nuôi cấy vi khuẩn trong sỏi thận trên bệnh nhân phẫu thuật lấy sỏi thận qua da tại bệnh viện Bình Dân","year":2025,"lang":"","type":"article","venue":"Y HOC TP HO CHI MINH","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sine qua non; Nova scotia; Southeast asia; Socialist republic","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008133043,0.002093053,0.002737794,0.001149069,0.002512506,0.0004254558,0.002189894,0.002408198,0.01314356],"category_scores_gemma":[0.0004092065,0.002077187,0.001832601,0.001447518,0.001456953,0.000949789,0.0009099013,0.003723928,0.01169361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000724402,"about_ca_system_score_gemma":0.001188453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364104,"about_ca_topic_score_gemma":0.00228906,"domain_scores_codex":[0.9897557,0.001289943,0.002608727,0.00276221,0.0003252786,0.003258161],"domain_scores_gemma":[0.9938697,0.001323173,0.001132416,0.002811007,0.0004681853,0.0003955453],"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":[0.008185335,0.009871309,0.02392902,0.0008748958,0.0130344,0.0005441769,0.01621017,0.0002117474,0.3475544,0.06212568,0.4227186,0.09474026],"study_design_scores_gemma":[0.008670069,0.001789946,0.03404155,0.001194427,0.002023502,0.0005692,0.004825345,0.00042631,0.03850366,0.001682132,0.9035903,0.002683609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7624598,0.06153822,0.001458221,0.008044369,0.02149453,0.002775109,0.002869986,0.0006505963,0.1387092],"genre_scores_gemma":[0.8378236,0.003868874,0.0003831751,0.002224477,0.0009315548,0.0002992183,0.0008484932,0.0001975609,0.153423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4808717,"threshold_uncertainty_score":0.9991811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232538431255427,"score_gpt":0.317920509718564,"score_spread":0.3055951254060097,"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."}}