{"id":"W4382461065","doi":"10.3332/ecancer.2023.1565","title":"Radiation therapy after radical surgery in prostate cancer","year":2023,"lang":"en","type":"review","venue":"ecancermedicalscience","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Radiation therapy; Adjuvant radiotherapy; Treatment modality; Biochemical recurrence; Salvage therapy; Cancer; Surgery; Oncology; Internal medicine; Chemotherapy","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":[0.0009252944,0.0005069136,0.002238587,0.000584306,0.00007082549,0.00004766501,0.0002351811,0.0002646984,0.0006673794],"category_scores_gemma":[0.0003128255,0.0003474335,0.000498172,0.00209908,0.000563194,0.0001360162,0.00007729997,0.0005802074,0.0002092863],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709952,"about_ca_system_score_gemma":0.005651946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003349081,"about_ca_topic_score_gemma":0.00009071427,"domain_scores_codex":[0.9960182,0.000151516,0.001032162,0.001028689,0.000941773,0.0008276908],"domain_scores_gemma":[0.9979425,0.0006982156,0.0003448281,0.0004931806,0.00005371968,0.0004675214],"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":[0.00004433201,0.0001563875,0.004638121,0.004800469,0.00007987761,0.0006365537,0.0001081237,5.341318e-7,8.293073e-8,0.000005562567,0.005642024,0.9838879],"study_design_scores_gemma":[0.0006370132,0.00009695825,0.007169496,0.03527397,0.0001623489,0.00003517959,0.000005094522,0.00001381396,0.000003185399,0.00003358521,0.9562356,0.0003337828],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006328815,0.9944106,0.000001270127,0.001067692,0.001440228,0.002104559,0.0001425195,0.0001166228,0.0000836751],"genre_scores_gemma":[0.0001828601,0.9894983,0.00001775906,0.0006588083,0.0006889731,0.008193797,0.0001075425,0.00008467468,0.000567324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9835541,"threshold_uncertainty_score":0.9999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07666312231431305,"score_gpt":0.3961050484823972,"score_spread":0.3194419261680841,"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."}}