{"id":"W2810371636","doi":"","title":"Computed tomography-guided percutaneous core needle biopsy in pancreatic tumor diagnosis","year":2015,"lang":"en","type":"article","venue":"世界胃肠病学杂志：英文版","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous; Radiology; Biopsy; Lesion; Pancreatic cancer; Target lesion; Cancer; Surgery; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.000644449,0.0003153346,0.001035792,0.0005205226,0.00008400361,0.00003206014,0.0002615709,0.0002064252,0.0005304195],"category_scores_gemma":[0.0007939849,0.0002670252,0.0001600999,0.001033723,0.0003094926,0.00008062102,0.0001214552,0.0004747201,0.0004198219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039908,"about_ca_system_score_gemma":0.0005633177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003455609,"about_ca_topic_score_gemma":0.0002853548,"domain_scores_codex":[0.9973433,0.0001580538,0.0006005095,0.0005044257,0.0006242223,0.0007694892],"domain_scores_gemma":[0.9978276,0.0004625574,0.0001121466,0.0006177467,0.0003003894,0.0006795561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003382275,0.0005843636,0.9706735,0.0001221946,0.000138954,0.004030661,0.002625511,0.00001141677,0.0006770908,0.0001738474,0.01998687,0.000637382],"study_design_scores_gemma":[0.00929934,0.002586627,0.944709,0.0008722363,0.0006556339,0.01191821,0.007485479,0.01235247,0.0004960994,0.0009386889,0.007863039,0.0008231475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817742,0.001111193,0.00006389374,0.001080725,0.0002165619,0.0009764705,0.00002249981,0.0001751978,0.01457928],"genre_scores_gemma":[0.9918217,0.00008556202,0.005053848,0.0008894153,0.0002457728,0.0001837208,0.00007234262,0.00005218736,0.001595436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596445,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0857999303804977,"score_gpt":0.3545589399829705,"score_spread":0.2687590096024728,"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."}}