{"id":"W2120768585","doi":"10.1111/j.1365-2559.2011.04079.x","title":"Therapy‐associated effects in the prostate gland","year":2011,"lang":"en","type":"article","venue":"Histopathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; McMaster University","funders":"","keywords":"Medicine; Prostate; Cryotherapy; Prostate cancer; Prostatectomy; Hyperplasia; Adenocarcinoma; Transurethral resection of the prostate; Pathology; Radiation therapy; Biopsy; Urology; Cancer; Radiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002088295,0.00009571738,0.0001944122,0.00005369334,0.00003703835,0.000002835269,0.00005894088,0.00005752526,0.00004508128],"category_scores_gemma":[0.00004061015,0.00005612569,0.00004413151,0.000107875,0.00007378604,0.00001953498,0.00001034869,0.0001142181,0.00003538669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054408,"about_ca_system_score_gemma":0.0000392408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001112519,"about_ca_topic_score_gemma":0.0000683504,"domain_scores_codex":[0.9993101,0.0001249497,0.0001234041,0.0001684537,0.00007436969,0.0001986684],"domain_scores_gemma":[0.9996366,0.00005911151,0.00004720008,0.0002018808,0.00002327287,0.0000319404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003328424,0.001114638,0.9679846,0.0000267216,0.00001109871,0.00306399,0.01453753,1.100013e-7,0.001038231,0.0006911675,0.001785777,0.009413296],"study_design_scores_gemma":[0.002719742,0.001229793,0.9872618,0.0000314243,0.00002772823,0.0001031941,0.00004945219,0.000001921408,0.0006415769,0.0007025795,0.007173056,0.00005770117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864428,0.003157677,0.000004850187,0.0005975162,0.0001872457,0.0006386442,0.00000406145,0.00002945277,0.008937744],"genre_scores_gemma":[0.996727,0.000527229,0.00008428145,0.002041401,0.00002335463,0.0003012187,0.00001781421,0.00001101913,0.0002666108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01927723,"threshold_uncertainty_score":0.2288739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283108730372814,"score_gpt":0.2561665022506868,"score_spread":0.2278556292134054,"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."}}