{"id":"W4200058283","doi":"10.14740/wjon1423","title":"Early mRNA Expression of Neuroendocrine Differentiation Signals Predicts Recurrence After Radical Prostatectomy: A Transcriptomic Analysis","year":2021,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Transcriptome; Neuroendocrine differentiation; Messenger RNA; Urology; Internal medicine; Oncology; Prostate cancer; Gene expression; Gene; 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":[0.000146941,0.0001285068,0.0002077339,0.0004529417,0.0001258485,0.000260777,0.0001096713,0.0001473345,0.001176427],"category_scores_gemma":[0.0002937792,0.00007380562,0.0001847821,0.0005407837,0.0001383033,0.00008345074,0.0001472592,0.0001707915,0.0001733215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118737,"about_ca_system_score_gemma":0.0001085401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003791271,"about_ca_topic_score_gemma":0.0007278346,"domain_scores_codex":[0.999905,0.00001207217,0.000007444751,0.00003605715,0.00002093827,0.00001848506],"domain_scores_gemma":[0.9997705,0.00005770433,0.00009201948,0.00001332389,0.00002973624,0.00003667295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001401629,0.00006892642,0.8425657,0.0001267,0.0002057106,0.0003506688,0.0001387659,0.0003313432,0.1420964,0.00004038635,0.0002144683,0.01245932],"study_design_scores_gemma":[0.00001132659,0.0002327917,0.9925857,0.000006348619,0.0000906973,0.0006518738,0.0001086444,0.000520764,0.005241759,0.00004399362,0.0005007556,0.000005335387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983062,0.0004421042,0.000337382,0.000015822,0.000002958887,0.000006277994,0.0007283858,0.000005554706,0.0001554422],"genre_scores_gemma":[0.9982451,0.0001355451,0.0003852065,0.00001456604,0.000005363271,0.00001228194,0.001000057,0.000003056281,0.0001988969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001176427,"threshold_uncertainty_score":0.003935516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297857817848592,"score_gpt":0.3276575201574764,"score_spread":0.3046789419789905,"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."}}