{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001992815,0.0002276439,0.0004477767,0.0001575729,0.00002776606,0.000007210587,0.0001757797,0.0001052824,0.0003987609],"category_scores_gemma":[0.00004392277,0.0001444321,0.0001422551,0.00006451547,0.0004948764,0.0001013561,0.0001273041,0.00009532423,0.000009827855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281715,"about_ca_system_score_gemma":0.0001193002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004850693,"about_ca_topic_score_gemma":0.00001604816,"domain_scores_codex":[0.9981232,0.0000507085,0.0006929975,0.0003992536,0.0004280463,0.0003057747],"domain_scores_gemma":[0.9989925,0.00006373152,0.000322405,0.0002768028,0.0002091198,0.0001354102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007556807,0.0009688367,0.9311643,0.0000885294,0.0004294611,0.0002531921,0.000538006,0.000001478055,0.05949731,0.001030381,0.003157327,0.002115506],"study_design_scores_gemma":[0.01097046,0.002980411,0.7217215,0.0009311208,0.0002204316,0.0001823393,0.0001345016,0.00004619204,0.2525257,0.0009381423,0.009078364,0.0002708432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936039,0.0006877995,0.00009199185,0.002931934,0.0006541921,0.0006809749,0.001014816,0.00003187819,0.0003025063],"genre_scores_gemma":[0.996929,0.0007209547,0.0002982105,0.0003011926,0.0001133237,0.0002625532,0.0005446249,0.00002229523,0.0008078833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2094428,"threshold_uncertainty_score":0.5889768,"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."}}