{"id":"W4200290311","doi":"10.48083/dhnc9428","title":"Comparing Micro-Ultrasound to mpMRI in Detecting Clinically Significant Prostate Cancer","year":2021,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Integrity Testing Laboratory (Canada); Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate cancer; Radiology; Ultrasound; Biopsy; Prostate; Lesion; Confidence interval; Cancer; Nuclear medicine; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007391701,0.0004579654,0.0006512015,0.001008603,0.0001288256,0.0008214786,0.0004764568,0.0006301266,0.0008392804],"category_scores_gemma":[0.02498949,0.0002685609,0.0004548925,0.000467118,0.0004722866,0.0007487497,0.0006097424,0.0003005215,0.0002491876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003180071,"about_ca_system_score_gemma":0.0002997532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005523899,"about_ca_topic_score_gemma":0.001417173,"domain_scores_codex":[0.993437,0.004080855,0.000404577,0.0009414317,0.0009101447,0.000226061],"domain_scores_gemma":[0.9785445,0.01583566,0.002748339,0.0007778283,0.001301475,0.0007922638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01341616,0.000199315,0.8945352,0.0005155803,0.001135706,0.0001720821,0.0001745538,0.001041235,0.004684596,0.00008884646,0.0003582497,0.08367834],"study_design_scores_gemma":[0.000253473,0.01007132,0.9749181,0.0001072369,0.0008601602,0.001460434,0.0001978647,0.007293853,0.003601741,0.000175077,0.001013668,0.00004700639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814494,0.01445977,0.002335254,0.0001928831,0.00009785091,0.00006241053,0.0001239387,0.00005181931,0.001226723],"genre_scores_gemma":[0.9974632,0.0006361237,0.001525253,0.000070289,0.00009082697,0.00001371183,0.00007914986,0.000006811646,0.0001146648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007391701,"threshold_uncertainty_score":0.03909153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0738728401021303,"score_gpt":0.3852608908501021,"score_spread":0.3113880507479718,"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."}}