{"id":"W4408272642","doi":"10.51199/vjsel.2024.4.5","title":"Ung thư phổi không tế bào nhỏ giai đoạn sớm kết quả điều trị phẫu thuật nội soi hỗ trợ (VATS) ở người cao tuổi và theo dõi trung hạn tại Bệnh viện Thống Nhất","year":2025,"lang":"vi","type":"article","venue":"Vietnam Journal of Endolaparoscopic Surgery","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stage (stratigraphy); Medicine; Term (time); Lung cancer; Oncology; Biology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003879261,0.0005796034,0.0002924315,0.0004749654,0.00395481,0.003153553,0.0004826753,0.0009804392,0.3422104],"category_scores_gemma":[0.0004954576,0.0003945972,0.0003360082,0.0005321798,0.000737683,0.001404281,0.00241543,0.001557526,0.1317713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472536,"about_ca_system_score_gemma":0.003318885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0206183,"about_ca_topic_score_gemma":0.08044802,"domain_scores_codex":[0.999626,0.00002740268,0.00001417857,0.00008386387,0.0001386504,0.0001098083],"domain_scores_gemma":[0.9996146,0.00002199802,0.00001620792,0.00002646548,0.0001629059,0.0001578199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004898678,0.0002496844,0.007072059,0.0005692946,0.00002010298,0.0009234158,0.004659253,0.0001594937,0.01584379,0.01776238,0.7821004,0.1701503],"study_design_scores_gemma":[0.000007625844,0.00003363688,0.003064437,0.00005192402,0.000004479707,0.00009104098,0.001548354,0.00004209534,0.001115637,0.0002583728,0.9937743,0.000008206756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01593084,0.001039032,0.0008377775,0.003650015,0.003063247,0.0002089077,0.001676191,0.000435685,0.9731583],"genre_scores_gemma":[0.01416307,0.0003520809,0.0005182302,0.0002609638,0.00006039437,0.0000404109,0.0004613303,0.0001874228,0.983956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3422104,"threshold_uncertainty_score":0.9382571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645161403852595,"score_gpt":0.3390061821013813,"score_spread":0.3225545680628553,"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."}}