{"id":"W2590282482","doi":"10.1200/jco.2014.32.4_suppl.230","title":"Transurethral (TURP) biopsy of suspected anterior prostate cancers identified by MRI: Pilot study of a novel technique.","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Biopsy; Prostate; Prostate cancer; Radiology; Prostate biopsy; Magnetic resonance imaging; 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":[0.0008668078,0.0005674111,0.0003350344,0.0006867036,0.0003742344,0.0004475138,0.0005788601,0.0005536687,0.0009664019],"category_scores_gemma":[0.002891817,0.0003488771,0.000441414,0.0002391137,0.0003958062,0.0005976562,0.000609752,0.0004957637,0.0004069851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002789225,"about_ca_system_score_gemma":0.0004173212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008342496,"about_ca_topic_score_gemma":0.002248034,"domain_scores_codex":[0.9995248,0.000155737,0.00003866343,0.0001070847,0.0001080326,0.0000656519],"domain_scores_gemma":[0.9986036,0.0004754303,0.0002689763,0.0001443397,0.0002106545,0.0002970107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01102984,0.0121971,0.5668362,0.000858585,0.0003498674,0.07121892,0.002401197,0.0005207263,0.203864,0.0001164659,0.000535204,0.130072],"study_design_scores_gemma":[0.000987928,0.07393166,0.6505841,0.0001113428,0.0003896809,0.2382474,0.001859143,0.004399893,0.02742747,0.00009006701,0.001872919,0.000098409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980171,0.0005004449,0.000863164,0.00003493906,0.00001107856,0.000138309,0.00003044645,0.00001432232,0.000390243],"genre_scores_gemma":[0.9956078,0.0004438187,0.003559826,0.0001004347,0.00003876883,0.00005541206,0.00008310985,0.000007863112,0.0001029026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009664019,"threshold_uncertainty_score":0.004584134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09917786022845647,"score_gpt":0.4479231714725311,"score_spread":0.3487453112440746,"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."}}