{"id":"W2989330901","doi":"10.1016/j.clon.2019.10.006","title":"Seven or less Fractions is Not the Standard of Care for Intermediate-Risk Prostate Cancer","year":2019,"lang":"en","type":"review","venue":"Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Elekta; Cancer Research UK; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Janssen Research and Development; Institute of Cancer Research; Bayer; Ferring; National Institute for Health and Care Research; Genesis Research Trust; Royal Marsden NHS Foundation Trust; Janssen Biotech; Astellas European Foundation","keywords":"Medicine; Prostate cancer; Radiation therapy; Prostate; Oncology; Cancer; Standard of care; Internal medicine; Gynecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006553215,0.0003566311,0.004285864,0.0000684355,0.00008795641,0.000009912646,0.000240336,0.0006915132,0.0003108711],"category_scores_gemma":[0.001117676,0.000173576,0.001331003,0.0001521168,0.0003592902,0.00002857818,0.0001263438,0.0008902556,0.00004307747],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008895927,"about_ca_system_score_gemma":0.006321427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018196,"about_ca_topic_score_gemma":0.0006452483,"domain_scores_codex":[0.996739,0.000337255,0.001792348,0.0005980771,0.0001971576,0.0003362116],"domain_scores_gemma":[0.9894958,0.007525656,0.001689241,0.0006623653,0.0004573717,0.0001695781],"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":[0.001814279,0.0003141734,0.001043784,0.01311493,0.001393233,0.00002057348,0.0004106057,4.826365e-7,8.083327e-9,0.00001695784,0.0172346,0.9646364],"study_design_scores_gemma":[0.003346852,0.01146661,0.0004246988,0.006177375,0.009653583,0.00001046094,0.000367457,0.000001740107,0.000003308918,0.00001813763,0.968361,0.0001687422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002656035,0.980907,0.00001027165,0.002584322,0.002936112,0.005841343,0.007154047,0.0000213191,0.0002799533],"genre_scores_gemma":[0.0003071942,0.9922369,0.0002118629,0.001114786,0.0008865308,0.003415137,0.0003065738,0.00006952989,0.001451526],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9644676,"threshold_uncertainty_score":0.9993118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2355510509036608,"score_gpt":0.5438019516938688,"score_spread":0.308250900790208,"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."}}