{"id":"W3153394636","doi":"10.1097/pas.0000000000001711","title":"Morphologic and Molecular Findings in Myxoid Hepatic Adenomas","year":2021,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Cancer Institute","keywords":"Medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002588927,0.000225483,0.0001787803,0.001515196,0.0002657657,0.0002804245,0.0001729666,0.0003015907,0.002051925],"category_scores_gemma":[0.001227903,0.0002374659,0.0001397907,0.0003661654,0.0003554322,0.0002632403,0.0002965516,0.0001876852,0.000472956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001422252,"about_ca_system_score_gemma":0.0001206845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006458847,"about_ca_topic_score_gemma":0.0006789432,"domain_scores_codex":[0.9998311,0.0000284084,0.00001878137,0.00003285516,0.00004803577,0.00004070388],"domain_scores_gemma":[0.9992669,0.0001439479,0.0002484137,0.00004587384,0.0001005478,0.000194355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009332349,0.00008116816,0.7431368,0.0001184456,0.00004385347,0.09759994,0.000462786,0.0002572557,0.1435762,0.0003386154,0.00029194,0.01315984],"study_design_scores_gemma":[0.00002355027,0.0003117913,0.7771514,0.00001172386,0.00002580199,0.2130867,0.0004449473,0.0003824468,0.007161577,0.0001685663,0.001214627,0.00001682112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974192,0.0005616574,0.0003662344,0.00003921902,0.000007316768,0.00001321425,0.0000656537,0.00001708435,0.001510354],"genre_scores_gemma":[0.9991505,0.0002013877,0.0002763614,0.00001327781,0.000009942859,0.000005559133,0.00006109325,0.000002786155,0.000279189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002051925,"threshold_uncertainty_score":0.006864369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717820518600573,"score_gpt":0.2586790246415423,"score_spread":0.2315008194555366,"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."}}