{"id":"W4380272509","doi":"10.14740/gr1611","title":"Does Liver Resection Remain a Viable Option in Patients With Pyogenic Liver Abscess? A Single-Center Experience","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous; Surgery; Liver abscess; Pyogenic liver abscess; Pelvis; Etiology; Abdomen; Abscess; Radiology; Medical record; 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":[0.0005869572,0.0002978906,0.0002951495,0.0006311075,0.0007962855,0.0008517941,0.0004512562,0.0007767691,0.001959309],"category_scores_gemma":[0.003401921,0.0002464959,0.0003118306,0.0006617574,0.0006055352,0.00095934,0.0005839432,0.0006724025,0.0005484037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003240686,"about_ca_system_score_gemma":0.0005261379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005114119,"about_ca_topic_score_gemma":0.001322646,"domain_scores_codex":[0.999579,0.0001356837,0.00007068957,0.00005372735,0.00005728767,0.0001035701],"domain_scores_gemma":[0.9985935,0.0003601291,0.0004437302,0.00008774214,0.0001036898,0.0004110739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003425791,0.0004266012,0.7676608,0.0004129527,0.00008217869,0.1533397,0.00318118,0.0002597721,0.002539555,0.0004404155,0.002351091,0.06896309],"study_design_scores_gemma":[0.00005504726,0.001581364,0.2934115,0.0005105784,0.00008287549,0.6805292,0.01230189,0.0005725705,0.001663439,0.0005640861,0.008660401,0.00006709727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877675,0.00739128,0.0006207143,0.001030821,0.00007432517,0.0000294602,0.00005622538,0.00001948265,0.00301035],"genre_scores_gemma":[0.9947195,0.004167063,0.0003747253,0.0002860752,0.0001411138,0.000009600555,0.00006513452,0.00000829092,0.0002284722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001959309,"threshold_uncertainty_score":0.006554484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04325671550066272,"score_gpt":0.3233697654212158,"score_spread":0.280113049920553,"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."}}