{"id":"W2100762183","doi":"10.1016/j.eururo.2011.05.006","title":"The Contemporary Concept of Significant Versus Insignificant Prostate Cancer","year":2011,"lang":"en","type":"review","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":314,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Nomogram; Prostatectomy; Prostate cancer; Prostate; Disease; MEDLINE; Biochemical recurrence; Cancer; Oncology; Gynecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001750573,0.001122771,0.002880482,0.004330268,0.0004493465,0.002440835,0.001587595,0.001958675,0.003718358],"category_scores_gemma":[0.002732593,0.00043768,0.0009424938,0.00608602,0.002895436,0.003921829,0.001599582,0.003397508,0.001249631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777557,"about_ca_system_score_gemma":0.002887423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438492,"about_ca_topic_score_gemma":0.005210967,"domain_scores_codex":[0.9990574,0.0002649313,0.0002130814,0.0001497186,0.0002593718,0.00005558607],"domain_scores_gemma":[0.9982092,0.001132298,0.0002954855,0.00003141106,0.0002616913,0.00006996417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001006199,0.00003986559,0.000411981,0.04901301,0.0002416379,0.0002318777,0.0001820355,0.0002564641,0.0004732159,0.01050331,0.0496683,0.8888777],"study_design_scores_gemma":[0.00003451903,0.00006135914,0.001224951,0.02031662,0.0003755353,0.00189426,0.0002895777,0.00007219407,0.0001116919,0.004550624,0.9710359,0.00003286073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003410881,0.9988512,0.00005177308,0.0004019828,0.0003319567,0.000001749487,0.000007424087,0.000001706555,0.0003181543],"genre_scores_gemma":[0.0005375228,0.9977937,0.0001324143,0.0007772447,0.0005242245,0.000003946368,0.00001669265,0.000001322463,0.0002129761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004330268,"threshold_uncertainty_score":0.01289713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170560871095457,"score_gpt":0.3412844884386875,"score_spread":0.2242284013291418,"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."}}