{"id":"W1510003450","doi":"10.1002/cncr.21257","title":"Optimal treatment of intermediate‐risk prostate carcinoma with radiotherapy","year":2005,"lang":"en","type":"review","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Canadian Cancer Society; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Prostate cancer; Prostate; External beam radiotherapy; Oncology; Radiation therapy; Carcinoma; Prostate-specific antigen; Urology; Internal medicine; Clinical trial; Cancer","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":[0.00004600781,0.0006081966,0.002446759,0.000156468,0.00003662935,0.00001409408,0.00009172633,0.0001654963,0.0003711524],"category_scores_gemma":[0.000004296657,0.0003407807,0.0005174072,0.000211625,0.0001496257,0.00004242187,0.00001365389,0.0001567494,0.00001295344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002069175,"about_ca_system_score_gemma":0.001370733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002194966,"about_ca_topic_score_gemma":0.00004436547,"domain_scores_codex":[0.9982173,0.00005430299,0.0005881138,0.0005490271,0.0002222336,0.000368954],"domain_scores_gemma":[0.9984765,0.00007544667,0.0006054103,0.0005395995,0.00009441995,0.0002086131],"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":[0.0002410793,0.0004625898,0.004815683,0.004173482,0.001712871,0.0001304519,0.0004050528,0.00001669205,1.911111e-7,0.000002441772,0.0005000741,0.9875394],"study_design_scores_gemma":[0.003430936,0.004328497,0.0007600684,0.009916324,0.004726154,0.00005868604,0.00001589344,0.000008196623,0.00004349847,3.080625e-7,0.9764141,0.0002973557],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003709532,0.9923614,0.000006258435,0.00005209649,0.0002038106,0.002659733,0.0008198604,0.00003634924,0.0001510093],"genre_scores_gemma":[0.0003332004,0.9938702,0.0005572236,0.00003663249,0.0006573208,0.003033467,0.000229518,0.0001280623,0.001154406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.987242,"threshold_uncertainty_score":0.9999044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03659173094642687,"score_gpt":0.354276666792885,"score_spread":0.3176849358464581,"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."}}