{"id":"W2948167066","doi":"10.1111/his.13938","title":"Gleason grade patterns in nodal metastasis and corresponding prostatectomy specimens: impact on patient outcome","year":2019,"lang":"en","type":"article","venue":"Histopathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Hazard ratio; Prostatectomy; Metastasis; Confidence interval; NODAL; Internal medicine; Carcinoma; Lymph node; Oncology; Pathology; Urology; Prostate cancer; Cancer","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":[0.0001361874,0.0002250691,0.00051303,0.0002715228,0.00002957294,0.00001013869,0.00003987538,0.00007191261,0.0002526272],"category_scores_gemma":[0.00002988304,0.000165408,0.00009389882,0.0001186681,0.00004404829,0.00004925781,0.0000424704,0.0002010654,0.0001015271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006629645,"about_ca_system_score_gemma":0.00004095755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001469714,"about_ca_topic_score_gemma":0.00002304158,"domain_scores_codex":[0.998687,0.00008565689,0.0003016506,0.0004280764,0.000151018,0.0003465684],"domain_scores_gemma":[0.9993777,0.00008480228,0.0001066431,0.0002877506,0.00002345398,0.0001196231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006519606,0.0003692324,0.9891734,0.00006335216,0.00001190027,0.001172885,0.0007973411,0.00001392199,0.002467809,0.00008899243,0.0001497197,0.005039477],"study_design_scores_gemma":[0.003126619,0.00328355,0.9880702,0.0001275692,0.00005764766,0.0002758685,0.0001230235,0.00004121178,0.001526797,0.00002703179,0.003185562,0.0001549246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965253,0.0009909777,0.00000580896,0.0006020755,0.0003687511,0.0008826226,0.00008856763,0.00003130928,0.0005045836],"genre_scores_gemma":[0.9986942,0.000147256,0.000144707,0.0005771783,0.00002567125,0.0001031037,0.00004562237,0.00002762798,0.000234638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004884552,"threshold_uncertainty_score":0.6745141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200181681743912,"score_gpt":0.3062213877673663,"score_spread":0.2862032195929751,"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."}}