{"id":"W2936420009","doi":"","title":"90Y Radioembolization for Hepatic Malignancy in Patients with Previous Biliary Intervention: Multicenter Analysis of Hepatobiliary Infections","year":2018,"lang":"en","type":"article","venue":"Publisher","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Malignancy; Liver abscess; Radiology; Hepatic abscess; Microsphere; Abscess; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000146872,0.0001224701,0.0003852182,0.0005139359,0.00004285241,0.00002727018,0.00006049199,0.0000524819,0.000159172],"category_scores_gemma":[0.0001154593,0.00009504751,0.0001846279,0.001117227,0.00008451563,0.00032666,0.0000263259,0.00006024052,0.000002067227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008084909,"about_ca_system_score_gemma":0.00003011907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002545485,"about_ca_topic_score_gemma":0.001284741,"domain_scores_codex":[0.9989988,0.00003677173,0.0003549407,0.0002571496,0.0001774348,0.0001748646],"domain_scores_gemma":[0.9989746,0.00004471521,0.000127714,0.0002740663,0.0005266277,0.00005226721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002652039,0.0008695329,0.9930044,0.0001576273,0.0009472613,6.817124e-7,0.0006274119,0.000005093345,0.000004035124,0.00001801614,0.002182302,0.001918389],"study_design_scores_gemma":[0.003543759,0.0007357032,0.9924592,0.0001514387,0.001429074,4.327374e-7,0.00005606721,0.0007614453,0.00003920769,0.00002432544,0.0007027415,0.00009653815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959639,0.0003033956,0.001423468,0.0001658671,0.0002866002,0.0009066769,0.00002143649,0.00002971547,0.0008989135],"genre_scores_gemma":[0.9988501,0.00001413575,0.0002921401,0.0001329235,0.00008317075,0.0001682532,0.0002054036,0.00001746269,0.0002363793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003278555,"threshold_uncertainty_score":0.3875925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009235318029408955,"score_gpt":0.2585294824438742,"score_spread":0.2492941644144652,"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."}}