{"id":"W2965219801","doi":"10.1007/s11934-019-0918-0","title":"Hypofractionated Radiotherapy for Localized Prostate Cancer: When and for Whom?","year":2019,"lang":"en","type":"review","venue":"Current Urology Reports","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Prostate cancer; Nephrology; Radiation therapy; Internal medicine; Oncology; Prostate; Cancer; Urology; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002660223,0.0005126833,0.002432834,0.0001723942,0.0001097102,0.00003279182,0.0000524488,0.0003399268,0.00005991383],"category_scores_gemma":[0.00008770393,0.0003773822,0.000544377,0.00008491572,0.0001288625,0.0000677537,0.00002792458,0.0002635107,0.000002611832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003413871,"about_ca_system_score_gemma":0.001210359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001648831,"about_ca_topic_score_gemma":0.000003548471,"domain_scores_codex":[0.9975135,0.00005389125,0.0008930591,0.0009594881,0.0001350749,0.0004450224],"domain_scores_gemma":[0.9978121,0.000341238,0.0009753203,0.0004783011,0.0002173519,0.0001756826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002386633,0.000241684,0.001077764,0.02108652,0.001143649,0.00005730311,0.00004447602,0.000001067799,3.68512e-7,0.00002641737,0.01960951,0.9564726],"study_design_scores_gemma":[0.002398073,0.001024145,0.00003749241,0.002980637,0.005070209,0.0008162202,0.000001352164,0.00003336833,0.000002295927,0.0002474544,0.9870872,0.0003014755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005556889,0.9839016,0.0002660798,0.0007639097,0.003207153,0.01131057,0.0004136484,0.00006811016,0.00001340236],"genre_scores_gemma":[0.00001071418,0.9833196,0.0003264984,0.0002640401,0.0004418363,0.01285916,0.002007168,0.0001120552,0.0006588692],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9674777,"threshold_uncertainty_score":0.9998678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0897718046909313,"score_gpt":0.4172726769145884,"score_spread":0.3275008722236571,"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."}}