{"id":"W3165431239","doi":"10.1002/pros.24175","title":"Presence of biopsy Gleason pattern 5 + 3 is associated with higher mortality after radical prostatectomy but not after external beam radiotherapy compared to other Gleason Grade Group IV patterns+","year":2021,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Urology; Biopsy; External beam radiotherapy; Radiation therapy; Proportional hazards model; Stage (stratigraphy); Nuclear medicine; Surgery; Internal medicine; Cancer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003022323,0.0005216922,0.0008269978,0.00007666387,0.00008918253,0.0001010513,0.0002285334,0.0001195327,0.001004385],"category_scores_gemma":[0.00002892178,0.0003297141,0.0002256497,0.0003864559,0.0002758629,0.0001482386,0.000119503,0.0003455889,0.00002396267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165831,"about_ca_system_score_gemma":0.0001424912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001224154,"about_ca_topic_score_gemma":0.0002076049,"domain_scores_codex":[0.9966754,0.0002307405,0.0005930368,0.0008251598,0.0009335749,0.0007421176],"domain_scores_gemma":[0.9979656,0.0001313674,0.0003490257,0.0009409809,0.0002549475,0.0003581191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004316114,0.001390943,0.9700208,0.0002667537,0.001076489,0.001240313,0.003101947,0.00001657539,0.01517595,0.000006514633,0.0003934504,0.002994203],"study_design_scores_gemma":[0.005839361,0.0008621006,0.8977522,0.001756081,0.0003559648,0.00007432685,0.00008270532,0.0001337729,0.09136872,0.00004473662,0.001333196,0.0003968591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894965,0.002570102,0.0006112582,0.003331647,0.0002019244,0.002267799,0.001401976,0.00008978356,0.00002902581],"genre_scores_gemma":[0.9919163,0.0003402767,0.0003317942,0.004824099,0.0001472387,0.001447841,0.00008308401,0.000116061,0.0007933163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07619277,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143826892118607,"score_gpt":0.2794967214122598,"score_spread":0.2580584524910737,"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."}}