{"id":"W4404394248","doi":"10.1007/s00330-024-11178-5","title":"Positive MRI and ISUP GG1 on initial prostate biopsy? Reassessing baseline MRI is key","year":2024,"lang":"en","type":"letter","venue":"European Radiology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University Health Network; University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Neuroradiology; Interventional radiology; Radiology; Magnetic resonance imaging; Prostate biopsy; Biopsy; Ultrasound; Prostate; Internal medicine; Nuclear medicine; Neurology","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":[0.001561673,0.0006292507,0.001075765,0.001411099,0.003033653,0.002552351,0.001302922,0.02663494,0.009875257],"category_scores_gemma":[0.01893565,0.0006676265,0.001185255,0.001031408,0.001846153,0.002594718,0.001033617,0.01355484,0.003615147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003250396,"about_ca_system_score_gemma":0.003600449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008258918,"about_ca_topic_score_gemma":0.01221472,"domain_scores_codex":[0.9981244,0.0005591987,0.0003271397,0.0002242839,0.0002625968,0.0005024446],"domain_scores_gemma":[0.995068,0.002226656,0.0004937571,0.0002305714,0.0006283674,0.0013528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003034245,0.0002109186,0.04427939,0.0002868381,0.00009245971,0.2539071,0.0006742926,0.0005303,0.001278176,0.005168609,0.656145,0.03712358],"study_design_scores_gemma":[0.0003151334,0.000384423,0.03624311,0.003127248,0.0002419704,0.4885208,0.004569571,0.002833143,0.001142819,0.03492388,0.4274499,0.0002478655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01036037,0.005215145,0.000279811,0.9554136,0.00825715,0.00004051606,0.0001841683,0.00004604225,0.02020321],"genre_scores_gemma":[0.1639635,0.007563175,0.001829194,0.7298672,0.08304034,0.00007561263,0.0003656721,0.0001034545,0.01319181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02663494,"threshold_uncertainty_score":0.03303605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097780262108815,"score_gpt":0.2930878638405889,"score_spread":0.2721100612195008,"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."}}