{"id":"W4414619617","doi":"10.32895/hcjm.m.2025.09.06","title":"Ứng dụng máy đo màu (Colorimeter) trong quản lý, theo dõi sẹo lồi điều trị bằng laser nhuộm xung","year":2025,"lang":"vi","type":"article","venue":"Y HOC TP HO CHI MINH","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Laser; Ho chi minh; Key (lock)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002692089,0.000870137,0.001333752,0.0007760077,0.0008238424,0.0004686363,0.001390157,0.0006244525,0.002362113],"category_scores_gemma":[0.001052202,0.0007374235,0.0007989344,0.002333386,0.00073949,0.0006137378,0.0007564115,0.001789724,0.001817149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006448922,"about_ca_system_score_gemma":0.001681321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006097749,"about_ca_topic_score_gemma":0.0005282903,"domain_scores_codex":[0.9921832,0.0006692519,0.001117392,0.001717025,0.001803164,0.002509941],"domain_scores_gemma":[0.9957938,0.0007138426,0.0002503963,0.001919243,0.0003303908,0.0009923091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004787704,0.007642708,0.1515928,0.005718223,0.004601867,0.005532406,0.01810132,0.000453451,0.05808992,0.01241156,0.1494861,0.581582],"study_design_scores_gemma":[0.02222193,0.005112122,0.2511524,0.006837971,0.002945142,0.0001838313,0.01143542,0.02626836,0.1716623,0.002060884,0.4961127,0.004006922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031434,0.01407659,0.001070785,0.005723302,0.003389588,0.001928971,0.00009329242,0.0002316019,0.07034244],"genre_scores_gemma":[0.9003222,0.001195459,0.0006193947,0.00139232,0.001476069,0.0001052024,0.00006846893,0.0001030438,0.09471785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.577575,"threshold_uncertainty_score":0.9995077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328151218847352,"score_gpt":0.344191892820094,"score_spread":0.3309103806316205,"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."}}