{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004380033,0.0001274899,0.0001837898,0.00009915626,0.00001821999,0.00001255972,0.00007489196,0.00004992664,0.0002021035],"category_scores_gemma":[0.00009279948,0.0001053868,0.00007132481,0.0002572135,0.00004711194,0.00007351025,0.00004028493,0.0001296079,0.00004200118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001165477,"about_ca_system_score_gemma":0.00003580581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008537277,"about_ca_topic_score_gemma":0.00001563711,"domain_scores_codex":[0.9990805,0.00003244504,0.0001997835,0.0002933289,0.0002250611,0.0001688578],"domain_scores_gemma":[0.9995249,0.0000503084,0.0000840375,0.00009414888,0.000151395,0.00009520231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006950987,0.0002957613,0.9958092,0.00001033287,0.0001301344,0.00002605103,0.0002330878,0.00008517849,0.0001137324,0.0002370729,0.0009918322,0.001372507],"study_design_scores_gemma":[0.002768995,0.0007088836,0.9929304,0.00001522417,0.0000121007,0.000001638971,0.0000250848,0.0001533207,0.0009979561,0.0001738852,0.0021193,0.00009323355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897363,0.000121146,0.00005836285,0.008408911,0.0001499791,0.0004316868,0.0002300865,0.00005225702,0.0008112626],"genre_scores_gemma":[0.995055,0.00006130496,0.0001725101,0.004073686,0.00004643546,0.00009462601,0.0004578949,0.00001389456,0.00002466256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005318677,"threshold_uncertainty_score":0.4297548,"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."}}