{"id":"W4389371712","doi":"10.1097/ju.0000000000003789.02","title":"Editorial Comment","year":2023,"lang":"es","type":"editorial","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Medicine; Prostate biopsy; Randomized controlled trial; Prostate cancer; Transrectal ultrasonography; Biopsy; MEDLINE; Prostatectomy; Urology; Surgery; Radiology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005722713,0.001279914,0.00148865,0.002161892,0.002729108,0.006990113,0.003825265,0.01435576,0.4122077],"category_scores_gemma":[0.05946663,0.000638021,0.002264725,0.001038372,0.001758197,0.004682338,0.002948534,0.01026949,0.2461035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002711707,"about_ca_system_score_gemma":0.004992288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580317,"about_ca_topic_score_gemma":0.002862294,"domain_scores_codex":[0.992052,0.001228363,0.0007121062,0.001208063,0.003895827,0.0009037167],"domain_scores_gemma":[0.9693578,0.004468306,0.00184531,0.002191297,0.01794321,0.004194059],"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":[0.0000157293,0.000005321059,0.00002294505,0.00005871002,0.000003259269,0.00005089619,0.000008525196,0.000004179137,0.00001680754,0.000283861,0.9945474,0.004982325],"study_design_scores_gemma":[0.00002561635,0.000008263552,0.00006639252,0.0001717271,0.000005735153,0.0001019601,0.00003869363,0.00001557293,0.00005374507,0.0004021215,0.9991042,0.000006073534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001750438,0.002342141,0.0004364089,0.1825938,0.7594902,0.0001706646,0.001063088,0.0007290697,0.05299967],"genre_scores_gemma":[0.003989283,0.004461279,0.0008675725,0.232361,0.461574,0.000319133,0.001416662,0.0006528654,0.2943582],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4122077,"threshold_uncertainty_score":0.8384144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540287480109116,"score_gpt":0.3029054327230079,"score_spread":0.2875025579219167,"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."}}