{"id":"W2063884074","doi":"10.1097/pat.0000000000000044","title":"Clinical significance of cancer in radical prostatectomy specimens: analysis from a contemporary series of 2900 men","year":2013,"lang":"en","type":"article","venue":"Pathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Prostatectomy; Series (stratigraphy); Medicine; Urology; Clinical significance; Prostate cancer; Cancer; Gynecology; Internal medicine; Biology","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":[0.0007230886,0.0002253031,0.0003499048,0.001702372,0.0007121059,0.0006442128,0.0005375217,0.0002981849,0.0009366808],"category_scores_gemma":[0.003032583,0.0003558438,0.0002703995,0.001329127,0.0006933589,0.000450089,0.000739611,0.0002526527,0.0002658934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003272946,"about_ca_system_score_gemma":0.000438603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004617047,"about_ca_topic_score_gemma":0.00628773,"domain_scores_codex":[0.9993725,0.0001058142,0.00008720755,0.0001979845,0.0001694126,0.000067026],"domain_scores_gemma":[0.9981127,0.0006238804,0.0004961719,0.000207638,0.000283035,0.000276545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008030856,0.00001912051,0.9970821,0.00001313065,0.00002717092,0.0001938371,0.0001978727,0.00002576356,0.0006414326,0.00001129038,0.00006341731,0.001644521],"study_design_scores_gemma":[0.00000260943,0.00006447875,0.9978887,0.000003236608,0.00002209347,0.001222912,0.0002963475,0.0000647074,0.000162731,0.000005545784,0.0002638103,0.000002744551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999084,0.0003728409,0.00007261034,0.00001019575,0.000002685695,0.000006484045,0.0002227554,0.000002855355,0.0002254919],"genre_scores_gemma":[0.9988895,0.0002716027,0.0001101734,0.00001793087,0.00001389275,0.000006578293,0.0006050071,0.000003454214,0.00008175454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004617047,"threshold_uncertainty_score":0.009180307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678655633951738,"score_gpt":0.3387465862709509,"score_spread":0.3019600299314335,"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."}}