{"id":"W2475267864","doi":"10.1016/j.eururo.2016.06.011","title":"Reporting Magnetic Resonance Imaging in Men on Active Surveillance for Prostate Cancer: The PRECISE Recommendations—A Report of a European School of Oncology Task Force","year":2016,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":260,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute for Health and Care Research","keywords":"Medicine; Prostate cancer; Checklist; Magnetic resonance imaging; Medical physics; Cohort; Prostate; 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":[],"consensus_categories":[],"category_scores_codex":[0.002196723,0.0001702462,0.000463998,0.0001095186,0.00005192932,0.000004300571,0.0001455856,0.00002383248,0.00005838631],"category_scores_gemma":[0.002287522,0.0001039587,0.00009389446,0.0001570733,0.0001719021,0.0000516113,0.00009300787,0.0001399601,0.00001010515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002081717,"about_ca_system_score_gemma":0.0002091238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008429874,"about_ca_topic_score_gemma":0.00008184275,"domain_scores_codex":[0.9970902,0.0006564248,0.001333378,0.0004755904,0.0001240442,0.0003203245],"domain_scores_gemma":[0.9968005,0.0006585863,0.001689712,0.0005361723,0.0002398845,0.00007513596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002151801,0.0002871573,0.2937127,0.0000435154,0.00004271731,0.0007632091,0.0006526977,0.00001566732,0.006678896,0.00006018832,0.006689802,0.6889016],"study_design_scores_gemma":[0.004665344,0.002741027,0.7658758,0.0003254935,0.00006544597,0.0002420172,0.0001023201,0.00003176097,0.003924555,0.0001312983,0.2217581,0.0001367812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8222546,0.00756975,0.0002380777,0.0675929,0.00061951,0.004547302,0.0004234308,0.00009056649,0.09666385],"genre_scores_gemma":[0.9954718,0.001743857,0.0003237241,0.000569085,0.0001079469,0.0002019738,0.00002810829,0.00005379315,0.001499742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6887649,"threshold_uncertainty_score":0.4239311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041001119236186,"score_gpt":0.3106884331128319,"score_spread":0.29027842192047,"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."}}