{"id":"W4302761249","doi":"10.1097/ju.0000000000002970.02","title":"Editorial Comment","year":2022,"lang":"es","type":"editorial","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Prostate cancer; Prospective cohort study; Gynecology; Cancer; General surgery; Urology; Surgery; Internal medicine","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":[0.004766139,0.001221434,0.001261443,0.002000108,0.002538857,0.006126229,0.00321851,0.01201691,0.3118923],"category_scores_gemma":[0.05058358,0.0005741704,0.001967933,0.0008790905,0.001535334,0.004267943,0.002592477,0.009737189,0.175258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002402106,"about_ca_system_score_gemma":0.004217362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419293,"about_ca_topic_score_gemma":0.002647434,"domain_scores_codex":[0.9939889,0.0008739142,0.0005290704,0.0009239616,0.002949185,0.0007350706],"domain_scores_gemma":[0.9748452,0.004129476,0.00155613,0.001669842,0.01436659,0.003432726],"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":[0.0000135042,0.000004419365,0.00002802669,0.0000531977,0.00000313077,0.00006186567,0.000008619152,0.000004669739,0.00001692006,0.0003289316,0.99381,0.005666645],"study_design_scores_gemma":[0.00001877701,0.000007349818,0.00007812958,0.0001605137,0.000005322137,0.0001539415,0.00003602122,0.00001671297,0.00005299409,0.0004334607,0.9990307,0.000006149365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000177483,0.002670994,0.0004501662,0.1821571,0.773658,0.0001121129,0.0008032829,0.0005511224,0.0394196],"genre_scores_gemma":[0.004271843,0.005294774,0.0008430981,0.2376684,0.534144,0.0002194368,0.001232368,0.0005712216,0.2157549],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3118923,"threshold_uncertainty_score":0.9815022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158459233798317,"score_gpt":0.2876108047167458,"score_spread":0.2760262123787627,"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."}}