{"id":"W4214817522","doi":"10.1097/ju.0000000000000275","title":"This Month in Adult Urology","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Urology; General surgery; Surgery; Prostate cancer; Internal medicine; Cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006854675,0.0009899518,0.001092088,0.001595816,0.00160039,0.004265748,0.0006803838,0.001686662,0.8204945],"category_scores_gemma":[0.005325864,0.0004288964,0.0008787329,0.001488816,0.0005672803,0.002691435,0.002809601,0.002900722,0.6555187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006311701,"about_ca_system_score_gemma":0.00123411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272462,"about_ca_topic_score_gemma":0.003921,"domain_scores_codex":[0.9993205,0.00007763293,0.00006122767,0.0001222465,0.0002712101,0.000147118],"domain_scores_gemma":[0.9957356,0.0003440869,0.0002423523,0.0002601891,0.001083449,0.002334159],"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":[0.00002257914,0.00003367507,0.0002518766,0.0001319493,0.000004364103,0.00009894918,0.00002164228,0.00001212587,0.0001239445,0.0004058339,0.9483989,0.05049415],"study_design_scores_gemma":[0.000004869721,0.00001646179,0.0004754003,0.0001733449,0.000001623331,0.0002569978,0.00003812253,0.000008195509,0.00004721775,0.000130711,0.9988415,0.000005632992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001614088,0.01215453,0.0008419115,0.01527972,0.1036948,0.0001802795,0.0021371,0.00296063,0.8611372],"genre_scores_gemma":[0.003768585,0.006571196,0.0005488524,0.008328107,0.01265862,0.00005404921,0.0009356924,0.0008361369,0.9662987],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8204945,"threshold_uncertainty_score":0.2560427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009681180657951722,"score_gpt":0.2588997810368207,"score_spread":0.2492186003788689,"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."}}