{"id":"W1967006607","doi":"10.1067/mge.2002.120784","title":"EUS-guided treatment of a solid hepatic metastasis","year":2002,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Endoscopic ultrasound; Endoscopic ultrasonography; Metastasis; Radiology; Fine-needle aspiration; Cancer; Endoscopy; Internal medicine; Biopsy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000188907,0.0002164065,0.0008090674,0.000176282,0.0000604137,0.000005694993,0.00009645983,0.00003575594,0.002591098],"category_scores_gemma":[0.0006696599,0.0001646716,0.0001926168,0.0002323725,0.0002405314,0.00004175859,0.00002754596,0.0001096947,0.0003008941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001771154,"about_ca_system_score_gemma":0.0001176731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00019475,"about_ca_topic_score_gemma":0.00001015539,"domain_scores_codex":[0.9983035,0.0001214332,0.0004742909,0.0002761638,0.0003476193,0.0004769333],"domain_scores_gemma":[0.9985943,0.0004175525,0.0001384604,0.0003944634,0.0001753187,0.000279923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094996,0.003440387,0.8153195,0.0002876259,0.0004745524,0.001120495,0.0006457299,0.00001163497,0.1626152,0.000230371,0.006351074,0.008408413],"study_design_scores_gemma":[0.07446279,0.1478632,0.4125775,0.00470743,0.008765435,0.1310756,0.001914066,0.08928818,0.1150328,0.00144298,0.01107933,0.001790681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750923,0.0005699188,0.004370304,0.001154197,0.00004802354,0.0007108181,0.00004698749,0.00008461218,0.01792282],"genre_scores_gemma":[0.8203786,0.0002481162,0.174437,0.00009483172,0.000120467,0.00008644631,0.00001579383,0.00002947117,0.004589273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.402742,"threshold_uncertainty_score":0.9983207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0811688573897455,"score_gpt":0.36685236811521,"score_spread":0.2856835107254646,"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."}}