{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001063264,0.0003629162,0.0005218433,0.0001492491,0.0000959481,0.00004949413,0.00008064961,0.0001422791,0.0001579606],"category_scores_gemma":[0.00004116458,0.0002588929,0.0002700792,0.0002452613,0.0001142408,0.0001032587,0.00002593668,0.0002337249,0.0000287753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003702153,"about_ca_system_score_gemma":0.0001559396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009340768,"about_ca_topic_score_gemma":0.000564164,"domain_scores_codex":[0.9976789,0.0000675781,0.0008057221,0.0006865113,0.00037616,0.0003850796],"domain_scores_gemma":[0.998706,0.0004127645,0.00009234036,0.0002726922,0.0002209288,0.0002952703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006628304,0.00159175,0.4435742,0.002734839,0.0007749906,0.001397389,0.04750238,0.0005686058,0.3265951,0.000007402702,0.0005179411,0.1681071],"study_design_scores_gemma":[0.004402981,0.002061963,0.1976761,0.003429091,0.0009825983,0.00001951216,0.0008570575,0.001384288,0.7851905,0.00003336656,0.003462245,0.0005002921],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982019,0.002414362,0.0006582304,0.003327447,0.0009578654,0.002244595,0.008202688,0.0001516811,0.00002410264],"genre_scores_gemma":[0.9844075,0.01238185,0.0006112046,0.0005402631,0.0002411646,0.0007383697,0.0009616436,0.00007678102,0.00004115918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4585954,"threshold_uncertainty_score":0.9999864,"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."}}