{"id":"W4394762962","doi":"10.1590/s1677-5538.ibju.2024.03.01","title":"MRI and biopsy in prostate cancer are the hot topic in this number of International Brazilian Journal of Urology","year":2024,"lang":"en","type":"editorial","venue":"International braz j urol","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Biopsy; Prostate biopsy; Urology; Prostate; General surgery; Medical physics; Radiology; Gynecology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004908495,0.000697046,0.002221722,0.003750407,0.0008623374,0.00229485,0.001532309,0.004627398,0.01010703],"category_scores_gemma":[0.02445988,0.0004823742,0.001530346,0.003662903,0.001467834,0.003987895,0.0009298261,0.006532812,0.002343535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664287,"about_ca_system_score_gemma":0.002917626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004702774,"about_ca_topic_score_gemma":0.01264938,"domain_scores_codex":[0.9964929,0.0009517623,0.0008048723,0.0004081276,0.001091815,0.0002504382],"domain_scores_gemma":[0.9662203,0.01639089,0.005129096,0.000621533,0.009916117,0.00172205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001648618,0.00002795139,0.004496518,0.008852205,0.0001635525,0.001816315,0.0002230887,0.00008950109,0.0003820897,0.001768752,0.8088559,0.1731592],"study_design_scores_gemma":[0.0000401756,0.00005916778,0.01015844,0.01035197,0.0002520019,0.01007681,0.000576826,0.0001236352,0.0002242606,0.002986172,0.9650687,0.00008180469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0008978616,0.5747625,0.0007475493,0.2499979,0.1702477,0.00003114414,0.0002726626,0.00008249107,0.002960235],"genre_scores_gemma":[0.01156151,0.4957914,0.001320889,0.1206627,0.3661141,0.00004341956,0.0003220717,0.0001183965,0.00406561],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01010703,"threshold_uncertainty_score":0.03381139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007631477703718947,"score_gpt":0.3162176125232474,"score_spread":0.3085861348195284,"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."}}