{"id":"W7140226169","doi":"10.52389/ydls.v19i4.2244","title":"Nghiên cứu giá trị của chụp cắt lớp vi tính đa dãy trong chẩn đoán giai đoạn bệnh và tiên lượng khả năng phẫu thuật u vùng đầu tụy","year":2024,"lang":"","type":"article","venue":"Journal of 108 - Clinical Medicine and Phamarcy","topic":"Congenital gastrointestinal and neural anomalies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Socialist republic; South asia; Nova scotia","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":[],"consensus_categories":[],"category_scores_codex":[0.0007279842,0.0003406855,0.0002300494,0.0007696204,0.002922893,0.002610298,0.000492501,0.0006950278,0.1146996],"category_scores_gemma":[0.001588555,0.0002477863,0.0002420689,0.001548339,0.0007636499,0.001025772,0.002054052,0.0009105509,0.03714418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003477011,"about_ca_system_score_gemma":0.006267354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07870414,"about_ca_topic_score_gemma":0.1175796,"domain_scores_codex":[0.9991333,0.00006922891,0.00002955085,0.0001354814,0.0004262144,0.0002062651],"domain_scores_gemma":[0.9984933,0.00008024556,0.00008918142,0.00007870008,0.0008279402,0.0004305683],"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":[0.0002870751,0.0003293982,0.09925604,0.000520768,0.00004595663,0.001073151,0.013069,0.0001938698,0.01162991,0.01437626,0.5209536,0.338265],"study_design_scores_gemma":[0.0000108579,0.00008636945,0.1056596,0.0001159823,0.00001639222,0.0004396103,0.009558933,0.0001356718,0.002330956,0.0004897904,0.8811294,0.00002632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1683146,0.001552416,0.002005409,0.007267877,0.001275741,0.0002978788,0.006530114,0.0008518185,0.8119042],"genre_scores_gemma":[0.2298955,0.0009120799,0.001647121,0.0007379632,0.0001065504,0.0001335074,0.004138306,0.0002809118,0.762148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1146996,"threshold_uncertainty_score":0.3837083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123418280992129,"score_gpt":0.432248427855162,"score_spread":0.308830146863033,"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."}}