{"id":"W2593425846","doi":"10.2214/ajr.16.16843","title":"Prostate Imaging Reporting and Data System, Version 2, Assessment Categories and Pathologic Outcomes in Patients With Gleason Score 3 + 4 = 7 Prostate Cancer Diagnosed at Biopsy","year":2017,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Prostate biopsy; Biopsy; Cancer; Urology; Gynecology; Oncology; Radiology; 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":[0.001088188,0.0002175314,0.0002205897,0.0009536353,0.0001944431,0.0004486217,0.0002901161,0.0003058638,0.0009810691],"category_scores_gemma":[0.004593668,0.0001550616,0.0002699436,0.00089759,0.0002206335,0.0005476301,0.0005202036,0.0004083794,0.0001564841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505085,"about_ca_system_score_gemma":0.0003555125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002355291,"about_ca_topic_score_gemma":0.003038572,"domain_scores_codex":[0.9993513,0.0001988292,0.00007526122,0.0001205947,0.0001739951,0.00007992613],"domain_scores_gemma":[0.9968461,0.0005683672,0.001870079,0.0001313788,0.0002830867,0.0003009187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009762104,0.00000991358,0.9990435,0.000004335199,0.00001583914,0.00001495585,0.00001312757,0.00002379989,0.00004822252,0.000005232421,0.00004002163,0.0006834075],"study_design_scores_gemma":[0.000009045066,0.0000947852,0.9993105,0.000003531552,0.0000155232,0.0001990624,0.00004525027,0.0001795891,0.00004538559,0.00001315933,0.00008170894,0.000002419608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990385,0.0002178744,0.00007461423,0.0000342135,0.00000563146,0.000008262441,0.0002880581,0.000003843385,0.0003291839],"genre_scores_gemma":[0.9994364,0.00003251255,0.00006424979,0.0000124409,0.000006545515,0.00000664276,0.000392437,0.000001393941,0.00004724817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002355291,"threshold_uncertainty_score":0.005754948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072773579499662,"score_gpt":0.3223323658866725,"score_spread":0.3016046300916759,"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."}}