{"id":"W3042127363","doi":"10.1002/pros.24035","title":"Neuroendocrine differentiation in usual‐type prostatic adenocarcinoma: Molecular characterization and clinical significance","year":2020,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"National Cancer Institute; National Center for Advancing Translational Sciences; Division of Cancer Prevention, National Cancer Institute","keywords":"Neuroendocrine differentiation; Chromogranin A; PTEN; Androgen receptor; Prostate cancer; Adenocarcinoma; Cancer research; Carcinoma; Pathology; Medicine; Tissue microarray; Cellular differentiation; Prostate; Internal medicine; Biology; Cancer; Immunohistochemistry; Apoptosis; Gene; PI3K/AKT/mTOR pathway","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":[0.0001303513,0.0001264763,0.0002250735,0.0000423538,0.00005229024,0.00003503899,0.00006561327,0.00002109888,0.00001898892],"category_scores_gemma":[0.0001349382,0.00008188074,0.00003390661,0.0003103433,0.0001153431,0.00008442655,0.00006643064,0.0002629352,0.00001896495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000301305,"about_ca_system_score_gemma":0.0000888959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001402424,"about_ca_topic_score_gemma":0.000002901547,"domain_scores_codex":[0.9988138,0.00014871,0.0002989885,0.0002970686,0.0001992703,0.0002421796],"domain_scores_gemma":[0.9995031,0.00005631214,0.00007836866,0.0001582566,0.00006639763,0.0001375857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002913882,0.0002421806,0.8258457,0.0003596696,0.00008436375,0.0004654344,0.001775391,0.000004711748,0.1515321,0.0001275725,0.00007199367,0.01657706],"study_design_scores_gemma":[0.003479571,0.001149601,0.9760208,0.00006221071,0.00008483618,0.00002057113,0.00008319745,0.004711551,0.01376822,0.0001018382,0.0004055891,0.0001119777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785317,0.0005094529,0.0001420343,0.01926888,0.00006313508,0.001394901,0.00001554731,0.000039523,0.00003485143],"genre_scores_gemma":[0.996996,0.001214809,0.00003954015,0.001079904,0.00005947174,0.00005224273,0.0001627611,0.00002358693,0.0003716262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1501751,"threshold_uncertainty_score":0.3338999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04357757958749408,"score_gpt":0.3322552039091863,"score_spread":0.2886776243216922,"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."}}