{"id":"W3081871492","doi":"10.1159/000509256","title":"Elastography Targeted Prostate Biopsy in Patients under Active Surveillance","year":2020,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Elastography; Biopsy; Prostate biopsy; Prostate; Confidence interval; Urology; Internal medicine; Gastroenterology; Radiology; Cancer; Ultrasound","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":[0.001230624,0.0002989723,0.0003294689,0.0009325303,0.0002771972,0.000568434,0.0003701752,0.000479453,0.000914795],"category_scores_gemma":[0.006773346,0.0001843901,0.0002740737,0.0006256525,0.0003281964,0.0005560966,0.0004407167,0.0004075236,0.0001962077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286213,"about_ca_system_score_gemma":0.0001989276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009141955,"about_ca_topic_score_gemma":0.001149359,"domain_scores_codex":[0.9990041,0.0004065421,0.00009331814,0.0001689741,0.0002218624,0.0001051723],"domain_scores_gemma":[0.9967752,0.001188231,0.001447945,0.0001310009,0.0002547406,0.0002027747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003810193,0.00001081993,0.9984102,0.000008566375,0.00001195512,0.0001144722,0.00003998619,0.00002950687,0.0001725022,0.000005113266,0.00001836172,0.001140328],"study_design_scores_gemma":[0.000004326945,0.0002386986,0.995266,0.00002201377,0.00004106866,0.002922955,0.0002356078,0.0006527345,0.0004010699,0.00002577065,0.0001859882,0.000003808558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987998,0.0006629081,0.0001958694,0.00002639299,0.000005523078,0.000005246698,0.00004182644,0.000003423864,0.0002590835],"genre_scores_gemma":[0.9997154,0.00009665465,0.00009740975,0.00001625832,0.000008268694,0.000002098736,0.00003755692,8.107398e-7,0.00002555077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001230624,"threshold_uncertainty_score":0.006508231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360427161817644,"score_gpt":0.2489202841959643,"score_spread":0.2353160125777878,"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."}}