{"id":"W2053835909","doi":"10.1078/0344-0338-00317","title":"Identification of Isolated and Early Prostatic Adenocarcinoma in Radical Prostatectomy Specimens with Correlation to Biopsy Cores: Clinical and Pathogenetic Significance","year":2002,"lang":"en","type":"article","venue":"Pathology - Research and Practice","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Prostatectomy; Prostate; Biopsy; Medicine; Pathology; Adenocarcinoma; Urology; Prostatic adenocarcinoma; Cancer; 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":[0.001830762,0.0001224932,0.0003182348,0.0002265212,0.00008648778,0.00003916325,0.00003862183,0.0001083052,0.00001400305],"category_scores_gemma":[0.001529297,0.00008898899,0.00001290821,0.0003937386,0.0007476085,0.0001627511,0.00005089373,0.0003954988,0.000008996905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003778494,"about_ca_system_score_gemma":0.00006629387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006076943,"about_ca_topic_score_gemma":0.00001583507,"domain_scores_codex":[0.9977752,0.0006709868,0.0004606642,0.0005156955,0.0002754851,0.0003019538],"domain_scores_gemma":[0.9974996,0.001615229,0.0001371776,0.0002227158,0.0002757426,0.000249477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003582698,0.0007187956,0.9765072,0.0001817426,0.00004894217,0.001131221,0.002355499,7.950443e-7,0.008985952,0.0001296722,0.00005544901,0.006301982],"study_design_scores_gemma":[0.003230914,0.007168151,0.9860318,0.0001587252,0.00007939708,0.0009784189,0.0005408832,0.0004339285,0.0008621524,0.0001955952,0.0002184476,0.0001015738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909931,0.003757373,0.0001481645,0.003119508,0.0000373461,0.001798821,0.00002366175,0.00001043641,0.0001115356],"genre_scores_gemma":[0.9937657,0.00442265,0.0013469,0.00007580892,0.0000321141,0.0002208586,0.000007561273,0.00001554541,0.0001128793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009524562,"threshold_uncertainty_score":0.3628865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0876412483688578,"score_gpt":0.3978029922737865,"score_spread":0.3101617439049287,"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."}}