{"id":"W4213263126","doi":"10.1097/ju.0000000000001159","title":"This Month in Adult Urology","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Biochemical recurrence; Pelvis; Positron emission tomography; Doubling time; Prostate-specific antigen; Nuclear medicine; Urology; Radiology; Prostate; 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":[0.0006470633,0.001175995,0.001233285,0.001498885,0.001696056,0.004327705,0.0006989933,0.001915408,0.8286974],"category_scores_gemma":[0.00418995,0.000473116,0.0008660537,0.001466447,0.000533932,0.002662805,0.002399514,0.003048007,0.6607968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006000844,"about_ca_system_score_gemma":0.001134531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001415781,"about_ca_topic_score_gemma":0.004628213,"domain_scores_codex":[0.999375,0.00006688626,0.000051721,0.0001206438,0.0002434353,0.00014234],"domain_scores_gemma":[0.9965171,0.0002842255,0.0001859528,0.0002047592,0.0008963581,0.001911769],"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":[0.00002451235,0.00003615484,0.0002354477,0.0001114653,0.000004288233,0.0001023484,0.00001561001,0.00001182166,0.0001041639,0.000308451,0.9573528,0.04169299],"study_design_scores_gemma":[0.00000684104,0.00001797442,0.0005578518,0.0001771839,0.000001725229,0.0002063023,0.000036405,0.000009536581,0.00003834405,0.000112688,0.9988294,0.00000568907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001349966,0.01134575,0.0006034801,0.0137473,0.09560784,0.0001762307,0.00197453,0.00264708,0.8725479],"genre_scores_gemma":[0.003152725,0.006326024,0.0004374124,0.00815382,0.01375774,0.00005313651,0.0009970724,0.0006924343,0.9664296],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8286974,"threshold_uncertainty_score":0.2443424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123288979018658,"score_gpt":0.2606263309896041,"score_spread":0.2393934411994176,"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."}}