{"id":"W2075693280","doi":"10.5489/cuaj.11061","title":"The association between tumour density and prostate cancer recurrence following radical prostatectomy","year":2011,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Prostatectomy; Medicine; Prostate cancer; Biochemical recurrence; Urology; Prostate-specific antigen; Stage (stratigraphy); Prostate; Proportional hazards model; Cancer; Radical retropubic prostatectomy; 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":[0.0005085972,0.0001648801,0.0002021111,0.0004714997,0.0001702707,0.0003339578,0.0003709555,0.0002814828,0.001092432],"category_scores_gemma":[0.003054602,0.0001306707,0.0002891016,0.0004251212,0.0003137657,0.0002593162,0.0003295298,0.0004386841,0.00013261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003752672,"about_ca_system_score_gemma":0.0002650827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006874555,"about_ca_topic_score_gemma":0.009521761,"domain_scores_codex":[0.9997446,0.00007014941,0.00002476271,0.00004240206,0.00006457852,0.00005343841],"domain_scores_gemma":[0.997808,0.0005294433,0.00109224,0.00009739577,0.0001879343,0.0002849585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009842244,0.000008956427,0.9982195,0.00000936544,0.00003175902,0.00003114602,0.00001266695,0.00005071221,0.00009063806,0.000005067167,0.00004346469,0.001398226],"study_design_scores_gemma":[0.000002234903,0.00006301202,0.9993631,0.000003649857,0.00001898498,0.0002670825,0.00002144414,0.0001357021,0.00005042745,0.000007729746,0.0000646246,0.000002064418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976944,0.001762932,0.0001087047,0.00006590263,0.000008266613,0.000004876069,0.0001151306,0.000005949178,0.000233745],"genre_scores_gemma":[0.9996979,0.0001166954,0.00002819438,0.000006932742,0.000009302496,0.000001313339,0.0000853704,5.913203e-7,0.0000537404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006874555,"threshold_uncertainty_score":0.01366907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211512267298311,"score_gpt":0.2497669651658506,"score_spread":0.2286157384360195,"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."}}