{"id":"W4295592820","doi":"10.3390/curroncol29090513","title":"PET/CT for Predicting Occult Lymph Node Metastasis in Gastric Cancer","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Occult; Positron emission tomography; Lymph node; Radiology; Metastasis; Cancer; Dissection (medical); Standardized uptake value; Lymph; PET-CT; Primary tumor; Stage (stratigraphy); Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007993421,0.000852604,0.001479228,0.003051182,0.0001718441,0.0007739913,0.0007712392,0.0009437748,0.002041789],"category_scores_gemma":[0.001346362,0.0002973072,0.00102304,0.002233082,0.0004044046,0.0009903805,0.000477435,0.00146615,0.0008578312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005755312,"about_ca_system_score_gemma":0.0008595118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027985,"about_ca_topic_score_gemma":0.002801,"domain_scores_codex":[0.999775,0.00005356622,0.00003715987,0.00003958727,0.00007619432,0.0000184912],"domain_scores_gemma":[0.9995669,0.000246758,0.00006043162,0.00000961664,0.00009984881,0.00001649132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008375606,0.00004485739,0.0008103386,0.02231421,0.0003025113,0.0001642058,0.00004227213,0.0003331581,0.0006282071,0.001122334,0.01569743,0.9584566],"study_design_scores_gemma":[0.00007450478,0.0002912507,0.009385417,0.03207774,0.002027079,0.005781427,0.0001822218,0.0007020743,0.001171929,0.002866897,0.9453672,0.00007236521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008095468,0.9993768,0.00005343342,0.0001203326,0.00005645056,0.000003149358,0.00001005399,0.000002977808,0.0002959596],"genre_scores_gemma":[0.0008562171,0.9986908,0.000140406,0.00009273359,0.00006145219,0.000005079868,0.00002081598,8.532856e-7,0.000131625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003051182,"threshold_uncertainty_score":0.006830454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2674745914490884,"score_gpt":0.482302021480682,"score_spread":0.2148274300315936,"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."}}