{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008791793,0.00009233742,0.0004086527,0.0001761384,0.0001081284,0.000002150691,0.0001068512,0.0002196016,0.0002120009],"category_scores_gemma":[0.0007024482,0.00008041042,0.00003290167,0.000318731,0.001249996,0.00005550243,0.0002531779,0.000737296,0.00003567204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007081158,"about_ca_system_score_gemma":0.0003190058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000431182,"about_ca_topic_score_gemma":0.0001382668,"domain_scores_codex":[0.9982781,0.0005745026,0.0002822183,0.0003537112,0.0001539728,0.0003574675],"domain_scores_gemma":[0.9988573,0.0006086919,0.00004804464,0.0001372149,0.000212779,0.000136004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001413109,0.0005180282,0.9505379,0.0003954368,0.0000711938,0.002053461,0.007233284,0.000005550109,0.02380144,0.0004818007,0.001818486,0.0116703],"study_design_scores_gemma":[0.002539893,0.00734558,0.9807124,0.000051739,0.00008472561,0.0005595173,0.001500081,0.0002758129,0.00129299,0.0004180973,0.005116819,0.0001023104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94082,0.005208518,0.000008915001,0.04554996,0.00005819998,0.0004256754,0.00002589772,0.00001451034,0.007888375],"genre_scores_gemma":[0.9952221,0.001995978,0.0004425891,0.0009759873,0.0001227537,0.0001968102,0.000004011294,0.000008148424,0.001031648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05440212,"threshold_uncertainty_score":0.4605664,"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."}}