{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003344839,0.0001941445,0.0001590467,0.0003809061,0.0001757526,0.0003218867,0.0003001458,0.0002903543,0.001727598],"category_scores_gemma":[0.001422192,0.0001101961,0.0006138854,0.000472993,0.0002408694,0.000183404,0.0003010638,0.0003462028,0.0001182648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268676,"about_ca_system_score_gemma":0.0003213933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003178692,"about_ca_topic_score_gemma":0.004826443,"domain_scores_codex":[0.9997182,0.00007362691,0.00002663103,0.00006276915,0.00005164682,0.0000671517],"domain_scores_gemma":[0.998801,0.0001522937,0.0007583741,0.00004851781,0.00004175622,0.0001980026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006005975,0.00000691204,0.9990872,0.000005012208,0.00003496522,0.00001990281,0.000006907592,0.00003446528,0.0001089141,0.000006432287,0.00002933968,0.0005999432],"study_design_scores_gemma":[0.000002449876,0.00005863978,0.9995009,0.0000031852,0.00002648984,0.0001382135,0.00002819283,0.0001236202,0.00004872803,0.00002162999,0.00004659672,0.000001318379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993719,0.0001771311,0.00007321502,0.00004796428,0.000004222316,0.000002576564,0.00012005,0.000003066324,0.0001999105],"genre_scores_gemma":[0.9997697,0.00003281839,0.00002822374,0.00001338285,0.000004050751,0.000001205308,0.0001131749,6.71049e-7,0.00003677845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003178692,"threshold_uncertainty_score":0.006320357,"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."}}