{"id":"W4253869317","doi":"10.5489/cuaj.727","title":"The association between tumour density and prostate cancer recurrence following radical prostatectomy","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Prostate cancer; Prostatectomy; Medicine; Urology; Biochemical recurrence; Prostate; Prostate-specific antigen; Stage (stratigraphy); Cancer; Proportional hazards model; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000589101,0.0001947773,0.0002217422,0.0003963165,0.0002095114,0.0003528964,0.000387574,0.0003106801,0.001417915],"category_scores_gemma":[0.00308438,0.0001547704,0.0003300344,0.0003931727,0.000328866,0.0002806925,0.0003728742,0.000540728,0.0001257287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003651196,"about_ca_system_score_gemma":0.0002612068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005849694,"about_ca_topic_score_gemma":0.009224807,"domain_scores_codex":[0.9996642,0.00009556342,0.00002780412,0.00005747292,0.00008311979,0.00007191553],"domain_scores_gemma":[0.9977665,0.0005592312,0.001078791,0.00009891014,0.0001740934,0.0003223742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001323576,0.00001321838,0.9978715,0.00001077746,0.00003533892,0.00003269503,0.00001399133,0.00004983063,0.00009552715,0.000006064827,0.0000570767,0.001681466],"study_design_scores_gemma":[0.000003915422,0.00009440569,0.9992173,0.000004950482,0.00002405427,0.0002821774,0.00002817835,0.0001822592,0.00005900325,0.000009267579,0.00009184874,0.000002579573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974571,0.002029765,0.0001054579,0.00007681655,0.0000117415,0.000005898821,0.0000929506,0.0000055947,0.0002146328],"genre_scores_gemma":[0.9995961,0.0001744781,0.00002997744,0.000009746562,0.00001542197,0.000001786504,0.00009574364,7.226268e-7,0.00007620097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005849694,"threshold_uncertainty_score":0.01163131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185438039115173,"score_gpt":0.244921663535284,"score_spread":0.2330672831441323,"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."}}