{"id":"W4400092630","doi":"10.1038/s41391-024-00849-5","title":"Should systematic prostatic biopsies be discontinued?","year":2024,"lang":"en","type":"review","venue":"Prostate Cancer and Prostatic Diseases","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Benign prostatic hyperplasia (BPH); Prostatic Diseases; Prostate cancer; Urology; Prostatitis; Prostate-specific antigen; Prostate; Internal medicine; Cancer","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":[0.002501818,0.0006641371,0.003624025,0.001416667,0.0003133089,0.001080404,0.000896977,0.002121265,0.007813046],"category_scores_gemma":[0.008212971,0.0004478346,0.002327357,0.001429584,0.0007066823,0.001618179,0.0005022838,0.00297532,0.001005404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009817937,"about_ca_system_score_gemma":0.004140087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004853896,"about_ca_topic_score_gemma":0.01685606,"domain_scores_codex":[0.9987745,0.0004672836,0.0003373327,0.0001437211,0.0002048506,0.00007234803],"domain_scores_gemma":[0.9960815,0.00234328,0.0009697366,0.00008681449,0.0003585105,0.0001601915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001236091,0.00008803631,0.001526095,0.1153421,0.001799046,0.0004674517,0.0001216972,0.0003330517,0.0005704365,0.001725254,0.04177267,0.8350182],"study_design_scores_gemma":[0.002821496,0.0008830808,0.01837672,0.2547941,0.01326332,0.004350016,0.0004880069,0.0002633506,0.000661122,0.005421231,0.6985582,0.0001194322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002790133,0.9970126,0.00007059858,0.001550751,0.0004055988,0.000009271997,0.00004541737,0.000005746418,0.0006209885],"genre_scores_gemma":[0.006597267,0.986279,0.0003659267,0.005020892,0.001106755,0.00002703169,0.0001002834,0.000004869709,0.0004978962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007813046,"threshold_uncertainty_score":0.02613723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07504688716547503,"score_gpt":0.3909105715789114,"score_spread":0.3158636844134364,"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."}}