{"id":"W4220721533","doi":"10.5489/cuaj.7752","title":"Success of targeted transperineal biopsy in patients on surveillance for grade group 1 prostate cancer","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; University of Calgary; Institute for Work & Health; Sunnybrook Health Science Centre","funders":"University of Toronto","keywords":"Medicine; Biopsy; Prostate cancer; Logistic regression; Nodule (geology); Odds ratio; Radiology; Magnetic resonance imaging; Prostate; Prostate biopsy; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005596589,0.0002023253,0.0002886961,0.0002731721,0.000227047,0.0003585494,0.0002329288,0.0003441371,0.0007413692],"category_scores_gemma":[0.003491372,0.0001167022,0.0002802941,0.0002356803,0.0001999343,0.0003425987,0.0002576031,0.0002400107,0.0001521936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943665,"about_ca_system_score_gemma":0.0002169183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001279651,"about_ca_topic_score_gemma":0.002720818,"domain_scores_codex":[0.9996688,0.0001120377,0.00002434016,0.00006309787,0.00007148099,0.00006027115],"domain_scores_gemma":[0.9984982,0.0004827852,0.0005901426,0.0000710575,0.00008884781,0.0002690171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002644914,0.0000302102,0.993423,0.00001120393,0.00002510157,0.0001534147,0.00004720836,0.0001350641,0.0003619376,0.000003511763,0.00005737451,0.005487442],"study_design_scores_gemma":[0.00001788412,0.0009418456,0.9956715,0.00001490095,0.00005562125,0.001648512,0.0001146544,0.0008099847,0.0004941252,0.00001878738,0.0002068084,0.000005404805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993292,0.000312049,0.00008588209,0.00002232928,0.000003594143,0.000003052544,0.00002640675,0.000005210575,0.0002122744],"genre_scores_gemma":[0.9998015,0.00005100678,0.00004653304,0.00001251329,0.000006232254,0.000001423189,0.00005408038,0.000001200005,0.00002558226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001279651,"threshold_uncertainty_score":0.002959788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199108492114898,"score_gpt":0.2448960654734152,"score_spread":0.2329049805522662,"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."}}