{"id":"W2888722611","doi":"10.1200/jco.2018.79.3257","title":"Prostate Cancer Radiotherapy: An Evolving Paradigm","year":2018,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prostate cancer; Context (archaeology); Prostate; Rectal examination; Perineural invasion; Radiation therapy; Cancer; Lower urinary tract symptoms; Internal medicine; Oncology; Radiology; Urology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01239857,0.0009632849,0.001702958,0.004429377,0.002890789,0.007666494,0.003807155,0.008300213,0.00458614],"category_scores_gemma":[0.01264514,0.0007684255,0.001002971,0.003059868,0.01201538,0.01760369,0.005191626,0.01851793,0.002249974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006277456,"about_ca_system_score_gemma":0.006964366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192678,"about_ca_topic_score_gemma":0.004834418,"domain_scores_codex":[0.9957868,0.001557481,0.0004826825,0.0006513442,0.001170245,0.0003514213],"domain_scores_gemma":[0.9809636,0.01048167,0.0009467104,0.0009313763,0.003665962,0.003010733],"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":[0.0001309302,0.0002926579,0.0022999,0.003637171,0.00008090861,0.002261185,0.001742171,0.0009418825,0.0008177811,0.1254778,0.1889458,0.6733717],"study_design_scores_gemma":[0.00003687541,0.000344176,0.00175415,0.005187744,0.00004173903,0.01189545,0.00322711,0.0007204303,0.0002312549,0.07417964,0.9022729,0.0001085229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.001560526,0.6423187,0.003164147,0.330594,0.01239794,0.00002536462,0.00003623345,0.0001313796,0.009771685],"genre_scores_gemma":[0.02174974,0.8021188,0.006105221,0.08945461,0.07727846,0.00009040334,0.00007019267,0.0001192198,0.003013243],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01239857,"threshold_uncertainty_score":0.06557071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237974180512804,"score_gpt":0.4830681059764752,"score_spread":0.3592706879251948,"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."}}