{"id":"W1920614447","doi":"10.1593/neo.121550","title":"Concurrent AURKA and MYCN Gene Amplifications Are Harbingers of Lethal TreatmentRelated Neuroendocrine Prostate Cancer","year":2013,"lang":"en","type":"article","venue":"Neoplasia","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Cancer Institute","keywords":"Prostate cancer; Concordance; Gene duplication; Prostate; Cancer research; Adenocarcinoma; Medicine; Pathology; Immunohistochemistry; Fluorescence in situ hybridization; Gene rearrangement; Cancer; Biology; Oncology; Internal medicine; Gene; Genetics","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":[0.00002492143,0.0001689917,0.0002868222,0.000106347,0.00009697038,0.00003090069,0.00005002312,0.00003318226,0.0004284773],"category_scores_gemma":[0.00002395526,0.0001243267,0.00005604568,0.0001986905,0.0002030817,0.00008650549,0.00003386614,0.0001562129,0.00004663472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009935592,"about_ca_system_score_gemma":0.0001706678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006522997,"about_ca_topic_score_gemma":0.00002665132,"domain_scores_codex":[0.9989252,0.0000315242,0.0002306875,0.0002914965,0.0002089771,0.0003121199],"domain_scores_gemma":[0.9992416,0.00004990633,0.0001096408,0.0002141613,0.000170332,0.0002143531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003144317,0.0007961914,0.7993567,0.0004070987,0.000716178,0.0003045251,0.001715412,0.00001979881,0.09783195,0.0001518497,0.007615592,0.09077025],"study_design_scores_gemma":[0.01112943,0.0009752017,0.8614424,0.0003442905,0.0004761083,0.0002732009,0.0005229931,0.0008512858,0.114521,0.00008792774,0.009066804,0.0003093119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892727,0.00408109,0.000005680884,0.004775558,0.0001250209,0.001111722,0.0001017647,0.00005102511,0.00047549],"genre_scores_gemma":[0.9925365,0.002573601,0.00009387105,0.00006966975,0.00004385283,0.0003448979,0.00009980117,0.00002437175,0.004213444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09046093,"threshold_uncertainty_score":0.5069894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229699086623058,"score_gpt":0.3005276816320121,"score_spread":0.2782306907657816,"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."}}