{"id":"W4304013933","doi":"10.1097/ju.0000000000002923.01","title":"Editorial Comment","year":2022,"lang":"es","type":"editorial","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Prostate cancer; Androgen receptor; Androgen; Androgen deprivation therapy; Castration; Gynecology; Urology; Oncology; Internal medicine; Cancer; Hormone","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004253789,0.001267317,0.001199211,0.002041012,0.002387552,0.005911854,0.003203742,0.01100854,0.4409713],"category_scores_gemma":[0.04031115,0.0005531383,0.001849728,0.0008528946,0.00139513,0.004090639,0.002682724,0.007764234,0.2694492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002218614,"about_ca_system_score_gemma":0.003957536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308249,"about_ca_topic_score_gemma":0.00259564,"domain_scores_codex":[0.9946479,0.0007355629,0.0004499718,0.0008069542,0.002685566,0.000674086],"domain_scores_gemma":[0.9787472,0.002776771,0.001185107,0.001422019,0.01262206,0.003246771],"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":[0.00001310856,0.00000527068,0.00002427787,0.00005593153,0.000002618935,0.00006519294,0.000007625198,0.000004554321,0.00002023084,0.0002825039,0.9932392,0.006279574],"study_design_scores_gemma":[0.00001672815,0.00000755192,0.0000722859,0.0001334339,0.000003971787,0.0001262612,0.00003505834,0.00001523682,0.00004966152,0.0003369446,0.9991974,0.000005385473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002119919,0.002446033,0.0004500073,0.1343044,0.7939377,0.0001737668,0.0009845595,0.0007832043,0.06670824],"genre_scores_gemma":[0.004339071,0.004597035,0.0007876594,0.1623318,0.4428255,0.0002600374,0.001550703,0.0006590178,0.3826493],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4409713,"threshold_uncertainty_score":0.7973866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794442492974572,"score_gpt":0.3332479323845863,"score_spread":0.3153035074548405,"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."}}