{"id":"W1907505672","doi":"10.1007/s00428-015-1809-5","title":"Cribriform morphology predicts upstaging after radical prostatectomy in patients with Gleason score 3 + 4 = 7 prostate cancer at transrectal ultrasound (TRUS)-guided needle biopsy","year":2015,"lang":"en","type":"article","venue":"Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Prostatectomy; Medicine; Cribriform; Prostate cancer; Biopsy; Urology; Ultrasound; Prostate; Radiology; Cancer; Carcinoma; Pathology; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0008215,0.001052867,0.00164318,0.0004863371,0.0002040818,0.00005281922,0.0004494955,0.0004262221,0.0001555442],"category_scores_gemma":[0.0005262303,0.0006998308,0.0002720584,0.0008436241,0.001841141,0.0003338057,0.0002863482,0.0012461,0.00006736799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007440649,"about_ca_system_score_gemma":0.0009697666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000636048,"about_ca_topic_score_gemma":0.0001082052,"domain_scores_codex":[0.9939767,0.0004381902,0.001174652,0.001689459,0.0009671705,0.001753872],"domain_scores_gemma":[0.9967268,0.0005223181,0.0004458902,0.001016212,0.0003045273,0.0009842784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01324925,0.001900175,0.9661371,0.0003133563,0.0006523099,0.001915365,0.003926095,0.0002576142,0.003991587,0.0001143638,0.001573755,0.005969063],"study_design_scores_gemma":[0.03076456,0.00682379,0.9417666,0.001315302,0.0009152164,0.0001743348,0.0007133564,0.0002001272,0.01259047,0.001070741,0.002582611,0.001082909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865379,0.005617208,0.00007037896,0.001108363,0.000464793,0.003565424,0.0005931181,0.0002920189,0.001750773],"genre_scores_gemma":[0.9915972,0.001484363,0.002415842,0.001366065,0.0002602725,0.001307074,0.001221578,0.0001500017,0.0001976349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02437048,"threshold_uncertainty_score":0.9995453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739254969871996,"score_gpt":0.3195268332280721,"score_spread":0.2921342835293521,"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."}}