{"id":"W4384923714","doi":"10.1148/rg.230049","title":"Hepatobiliary and Pancreatic Ascariasis","year":2023,"lang":"en","type":"article","venue":"Radiographics","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Ascaris lumbricoides; Medicine; Ascariasis; Ampulla of Vater; Common bile duct; Boulevard; General surgery; Gastroenterology; Internal medicine; Helminths; Geography; Archaeology; Immunology","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":[0.0001122294,0.00008292166,0.0001317301,0.0002949493,0.0001733193,0.00001346125,0.00006443103,0.0001128452,0.0001228748],"category_scores_gemma":[0.00003361869,0.00007523164,0.00007989252,0.0005500256,0.000119651,0.00005346054,0.00003061306,0.0001550654,0.0004159604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004947337,"about_ca_system_score_gemma":0.000009291909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001147568,"about_ca_topic_score_gemma":0.00002963245,"domain_scores_codex":[0.9994695,0.00005270572,0.0001093372,0.0001568372,0.00001583637,0.0001957705],"domain_scores_gemma":[0.9995807,0.0001941141,0.00002736822,0.0001593458,0.00001937002,0.00001907387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004662126,0.00007813087,0.8736103,0.00002850297,0.000698766,0.00002479154,0.0007261761,0.000004879228,0.05870889,0.01066515,0.04561129,0.009796534],"study_design_scores_gemma":[0.0006679756,0.000115731,0.7963634,0.00003287754,0.0001624154,0.0002464528,0.0004069367,0.0001020196,0.002175231,0.001581174,0.1978941,0.0002516515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943523,0.002454557,0.00003178791,0.0003742236,0.0004847716,0.00008463746,0.00003354899,0.0002092886,0.001974892],"genre_scores_gemma":[0.9954364,0.00246644,0.00003786598,0.0001154924,0.0000213318,0.00001886933,0.00008948676,0.000009977486,0.001804092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1522828,"threshold_uncertainty_score":0.5346469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507510708346111,"score_gpt":0.2670351651556571,"score_spread":0.251960058072196,"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."}}