{"id":"W4320029761","doi":"10.14740/jcs431","title":"An Unusual Case of Biliary Cystadenoma","year":2022,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystadenoma; Malignant transformation; Presentation (obstetrics); Lesion; Parenchyma; Choledochal cysts; Case presentation; Cystadenocarcinoma; Resection; Radiology; Surgery; Cyst; Pathology; Internal medicine; Adenocarcinoma; Pancreas; Cancer","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":[0.0003883039,0.001883022,0.001563352,0.003841591,0.003485388,0.002725741,0.001258343,0.006366604,0.003134365],"category_scores_gemma":[0.003928007,0.00141111,0.001368887,0.002626421,0.002052199,0.002720139,0.00297086,0.00414584,0.001504963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553576,"about_ca_system_score_gemma":0.0008737518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232474,"about_ca_topic_score_gemma":0.00272527,"domain_scores_codex":[0.9990363,0.00008330384,0.0001038237,0.0002817085,0.0001388869,0.0003560082],"domain_scores_gemma":[0.9975211,0.0005206227,0.0005094646,0.0003091235,0.0001244328,0.001015297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001530193,0.00001500337,0.001847811,0.0000169259,0.000005350239,0.9967069,0.00009251682,0.0000356545,0.0003254233,0.0001403693,0.000177494,0.0006212254],"study_design_scores_gemma":[0.000005380803,0.00001240353,0.001079354,0.000005554208,0.000005263983,0.9981244,0.00005209186,0.00007209225,0.0001326197,0.00009620982,0.0004087845,0.000005733044],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449353,0.01431424,0.006512539,0.006674483,0.00120214,0.0002752365,0.000746907,0.0006417609,0.02469739],"genre_scores_gemma":[0.9900766,0.001989836,0.002156371,0.001450545,0.001268231,0.00005110659,0.0001451043,0.00006882589,0.00279347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006366604,"threshold_uncertainty_score":0.01127207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243011374411671,"score_gpt":0.2999194799599303,"score_spread":0.2774893662158137,"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."}}