{"id":"W2475945499","doi":"10.1111/pin.12437","title":"Discontinuous unilateral involvement of 12 part core biopsies by adenocarcinoma predicts bilateral involvement of subsequent radical prostatectomy","year":2016,"lang":"en","type":"article","venue":"Pathology International","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Prostatectomy; Medicine; Prostatic adenocarcinoma; Adenocarcinoma; Prostate; Urology; Stroma; Biopsy; Prostate cancer; Prostate adenocarcinoma; Pathology; Internal medicine; Cancer; Immunohistochemistry","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":[0.000645585,0.0003154712,0.0002931939,0.0005793634,0.0003040142,0.0006635933,0.000349591,0.0003340429,0.00293049],"category_scores_gemma":[0.003562892,0.0002692388,0.0003208515,0.0003568177,0.0004809196,0.0004860714,0.0006716753,0.0004991079,0.0002613243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792471,"about_ca_system_score_gemma":0.0002760316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343983,"about_ca_topic_score_gemma":0.003591569,"domain_scores_codex":[0.9995733,0.0001318352,0.00003542975,0.00007475205,0.0001113914,0.0000733495],"domain_scores_gemma":[0.9966742,0.0007634968,0.001193096,0.0002522228,0.0001868208,0.0009301632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001784977,0.00001897052,0.9958497,0.000009787608,0.00002475773,0.0002209178,0.00002877756,0.00007142132,0.001074254,0.00001368689,0.00003613352,0.002473181],"study_design_scores_gemma":[0.000004641646,0.0001181082,0.9964005,0.000009241699,0.00003244979,0.002507657,0.0001206056,0.0003212719,0.0003394758,0.00003420135,0.000107383,0.000004615695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986758,0.0004677929,0.0001947902,0.00002475085,0.000005628449,0.000005576346,0.00002571384,0.00000593869,0.0005940506],"genre_scores_gemma":[0.9997899,0.00005851956,0.00006397537,0.00000562808,0.000005536029,0.000001343396,0.00002356341,0.000001323156,0.00005033087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00293049,"threshold_uncertainty_score":0.009803474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950379009438264,"score_gpt":0.2730645802692981,"score_spread":0.2435607901749155,"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."}}