{"id":"W3042925535","doi":"10.22374/jeleu.v3i2.87","title":"Can Transurethral Resection of the Prostate (TURP) Be Another Gateway to the Focal Therapy of Localized Prostate Cancer?","year":2020,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Transurethral resection of the prostate; Prostatectomy; Urology; Lobe; Biopsy; Pathological; Fulguration; Cancer; Surgery; Radiology; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003996407,0.0001994936,0.0006552062,0.00008032593,0.00006908194,0.000008827422,0.0002431037,0.00008181087,0.0001083656],"category_scores_gemma":[0.000115972,0.0001015794,0.0003414774,0.0003527918,0.0002678221,0.00004989158,0.00003427607,0.0004430107,7.453776e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009187296,"about_ca_system_score_gemma":0.000447519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004213377,"about_ca_topic_score_gemma":0.000324638,"domain_scores_codex":[0.9980079,0.000279385,0.0007332797,0.0002009847,0.0004655789,0.000312879],"domain_scores_gemma":[0.9984363,0.0001422794,0.0006487506,0.0002290392,0.0003791147,0.0001644609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1387657,0.00235428,0.2392853,0.0007305223,0.004380348,0.0007003148,0.05661673,0.006534551,0.4181463,0.0004726857,0.02537346,0.1066398],"study_design_scores_gemma":[0.02635451,0.04135081,0.08232111,0.0004477069,0.0007817588,0.0009139408,0.001269047,0.0002255248,0.699182,0.0002812127,0.1465714,0.0003010087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8575512,0.003337546,0.00006248264,0.1375305,0.0003789469,0.0009317579,0.00009568917,0.00000734069,0.0001045317],"genre_scores_gemma":[0.9912384,0.002797832,0.0001323085,0.005365308,0.0002947042,0.0000620498,0.000002316574,0.00003058738,0.00007656493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2810356,"threshold_uncertainty_score":0.4142287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608622682252372,"score_gpt":0.2974084296818241,"score_spread":0.2613222028593004,"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."}}