{"id":"W2528405360","doi":"10.1111/pin.12467","title":"Perineural invasion on biopsy is associated with upstaging at radical prostatectomy in Gleason score 3 + 4 = 7 prostate cancer","year":2016,"lang":"en","type":"article","venue":"Pathology International","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Prostatectomy; Perineural invasion; Cribriform; Prostate cancer; Medicine; Biopsy; Urology; Biochemical recurrence; Stage (stratigraphy); Cancer; Pathology; Internal medicine; Carcinoma; Biology","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":[0.0003725036,0.000218798,0.0002249018,0.000672548,0.0002402208,0.0003915362,0.0003107231,0.0003345212,0.001037269],"category_scores_gemma":[0.002726659,0.0002046745,0.0003555189,0.0005630144,0.0003161526,0.0003129486,0.0004187316,0.0004230973,0.0001530969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157169,"about_ca_system_score_gemma":0.0001728194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150696,"about_ca_topic_score_gemma":0.003176251,"domain_scores_codex":[0.9996305,0.0001104667,0.00004507173,0.0000463251,0.0001167756,0.00005093706],"domain_scores_gemma":[0.9980476,0.0003914057,0.001094535,0.00009563553,0.0001109285,0.0002598726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006488346,0.000007457177,0.9986724,0.000005977655,0.00001681349,0.0000532323,0.00001748213,0.00001706112,0.0002373685,0.00000228804,0.0000110889,0.0008939785],"study_design_scores_gemma":[0.000001120461,0.00005609979,0.9994416,0.000002119359,0.00001211023,0.0003269431,0.00003322398,0.00004811029,0.00004204846,0.00000412462,0.00003106168,0.000001366889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993161,0.0003985272,0.00004486042,0.00001205933,0.000003634146,0.00000357935,0.00003265449,0.000002639546,0.0001858524],"genre_scores_gemma":[0.9997241,0.0001186984,0.00003910698,0.000006535283,0.000006980738,0.00000157763,0.00005202545,7.699179e-7,0.00005000572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002150696,"threshold_uncertainty_score":0.004276395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284386835753057,"score_gpt":0.2903743646544561,"score_spread":0.2675304962969255,"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."}}