{"id":"W4399353584","doi":"10.3390/diagnostics14111184","title":"Transition from Transrectal to Transperineal MRI-Fusion Prostate Biopsy Does Not Comprise Detection Rates of Clinically Significant Prostate Cancer at a Tertiary Care Center","year":2024,"lang":"en","type":"article","venue":"Diagnostics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Biopsy; Urology; Prostate biopsy; Lower urinary tract symptoms; Magnetic resonance imaging; Radiology; Cancer; 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":[0.001682033,0.0001516047,0.0003651132,0.0008000527,0.0005878214,0.001120135,0.001041424,0.0004203342,0.004380751],"category_scores_gemma":[0.008414808,0.0002491285,0.0004702653,0.001199139,0.0004041585,0.0006356509,0.001214009,0.0006796625,0.0006079247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246596,"about_ca_system_score_gemma":0.001665711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007003175,"about_ca_topic_score_gemma":0.01232544,"domain_scores_codex":[0.9972505,0.0006932566,0.0003074575,0.0005706786,0.0006900341,0.0004881022],"domain_scores_gemma":[0.9927773,0.001412707,0.003531147,0.0004739969,0.0006276101,0.001177237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006005588,0.00002568179,0.9975919,0.0000124684,0.0000191786,0.00006921861,0.00003742307,0.0000362219,0.0001959182,0.00001962612,0.0001646668,0.001767633],"study_design_scores_gemma":[0.000004521228,0.00008641079,0.9985113,0.00001292538,0.00001600085,0.0005811295,0.0001882853,0.0002514464,0.0001533059,0.00002092903,0.0001710267,0.000002736428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975406,0.0003513148,0.0002449949,0.0003069395,0.00001686583,0.00002190094,0.0004897292,0.0000148403,0.001012754],"genre_scores_gemma":[0.9994177,0.00005993746,0.00008036221,0.00007251832,0.00001421636,0.000006652982,0.0002997636,0.000002455829,0.00004648995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007003175,"threshold_uncertainty_score":0.01465511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215533504042802,"score_gpt":0.2945747649383642,"score_spread":0.2824194298979361,"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."}}