{"id":"W4378745883","doi":"10.1097/mcg.0000000000001871","title":"Management of Pyogenic Liver Abscesses","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Medicine; Pyogenic liver abscess; Liver abscess; General surgery; Surgery; Abscess","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":[0.0006114968,0.00007166933,0.0004953904,0.0001468468,0.00001699555,0.000002017483,0.00007503125,0.00006464864,0.0001900364],"category_scores_gemma":[0.00007498046,0.00005011458,0.0003630869,0.0001196403,0.0001051673,0.00003305195,0.00005029566,0.000203091,0.00007299484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001366969,"about_ca_system_score_gemma":0.00002761222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002475944,"about_ca_topic_score_gemma":0.000002123419,"domain_scores_codex":[0.9985406,0.00007872169,0.000953584,0.00009183661,0.0001680979,0.0001671523],"domain_scores_gemma":[0.9989887,0.0001157746,0.0004922479,0.0001380214,0.0001545561,0.0001106303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001811831,0.000873608,0.9750244,0.00008600513,0.00147406,0.002164897,0.00001775729,0.00002392231,0.00002306563,0.00006948406,0.003156544,0.01527443],"study_design_scores_gemma":[0.004295878,0.005254848,0.9861293,0.0001391191,0.0004873309,0.0007059751,0.00005462454,0.00004361414,0.00003317953,0.0001297679,0.002704795,0.0000215086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973329,0.00007329665,0.0004225724,0.0006723406,0.0006096895,0.00007771891,0.00000204148,0.0000109928,0.0007984016],"genre_scores_gemma":[0.9957212,0.001784355,0.001464178,0.0002453244,0.000199088,0.000001687309,0.00000204952,0.000008463833,0.0005736423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01525292,"threshold_uncertainty_score":0.2080765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06946499687351507,"score_gpt":0.4153461932258357,"score_spread":0.3458811963523206,"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."}}