{"id":"W3047388575","doi":"10.1007/s12253-020-00872-6","title":"Prevalence of APC and PTEN Alterations in Urachal Cancer","year":2020,"lang":"en","type":"article","venue":"Pathology & Oncology Research","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Research, Development and Innovation Office; Nemzeti Kutatási, Fejlesztési és Innovaciós Alap; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Magyar Tudományos Akadémia","keywords":"PTEN; Tensin; Adenomatous polyposis coli; Cancer research; Colorectal cancer; Immunostaining; Cancer; Cowden syndrome; Immunohistochemistry; Biology; Medicine; Pathology; Internal medicine; PI3K/AKT/mTOR pathway; Genetics; Signal transduction","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":[0.0003817425,0.000297965,0.0004464468,0.002365359,0.0004675658,0.0007668015,0.0003777729,0.0004901021,0.002043131],"category_scores_gemma":[0.001918175,0.0002481986,0.0003003499,0.001180111,0.0005762428,0.0004036522,0.0008499317,0.0002764266,0.0004534415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868738,"about_ca_system_score_gemma":0.000194108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009914601,"about_ca_topic_score_gemma":0.001332549,"domain_scores_codex":[0.9991952,0.00008902615,0.0001137034,0.0002082308,0.0002488364,0.0001450639],"domain_scores_gemma":[0.9991853,0.0001420902,0.0003071986,0.0000985029,0.0001395095,0.0001274581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004811348,0.00005202191,0.9581555,0.0001589211,0.00009525902,0.006655516,0.000334268,0.000103621,0.01767351,0.0001077108,0.0002137883,0.01596874],"study_design_scores_gemma":[0.00001226392,0.000219514,0.9480738,0.00005147415,0.0001262353,0.04347917,0.0007642282,0.0004161935,0.004844039,0.0001631965,0.001829666,0.00002023382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969327,0.001661324,0.0002761567,0.00002572214,0.000007389475,0.00001779747,0.0001740488,0.00002204046,0.0008827941],"genre_scores_gemma":[0.999065,0.0004199342,0.000172847,0.00001773113,0.000004736731,0.000007663789,0.0001399863,0.000006646336,0.000165412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002365359,"threshold_uncertainty_score":0.006834924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2092279325020784,"score_gpt":0.4949571986193238,"score_spread":0.2857292661172454,"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."}}