{"id":"W3188177793","doi":"10.3390/curroncol28040257","title":"Extreme Hypofractionation with SBRT in Localized Prostate Cancer","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Radiation therapy; Prostate; Cancer; Modalities; Radiology; Oncology; Medical physics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001439854,0.000374547,0.002045454,0.0002511109,0.00003385492,0.00001484695,0.00006523304,0.000233048,0.0004578713],"category_scores_gemma":[0.0000427235,0.0002572412,0.0002196994,0.0004874412,0.00007207137,0.00005591715,0.00004374534,0.0005579793,0.00004767465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00370599,"about_ca_system_score_gemma":0.003188323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005757732,"about_ca_topic_score_gemma":0.000284728,"domain_scores_codex":[0.9980934,0.0001863654,0.0005665588,0.0005920001,0.0002341922,0.0003274475],"domain_scores_gemma":[0.9988599,0.0001660852,0.0003742725,0.0002697015,0.0001951958,0.0001347969],"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":[0.00006200876,0.001086848,0.002350194,0.007149166,0.0002401299,0.0003183527,0.00006655517,0.000001818629,6.005605e-8,0.00005192023,0.002764639,0.9859083],"study_design_scores_gemma":[0.00253752,0.0004558416,0.0002278284,0.02838816,0.00141611,0.0001396042,0.00002323137,0.000006829688,0.000001323793,0.000009304084,0.966572,0.0002222482],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006478326,0.9955246,0.00001278258,0.0004845122,0.001178549,0.002044984,0.00008273694,0.00003287429,0.000574208],"genre_scores_gemma":[0.00001551415,0.9935481,0.0001231381,0.00006820303,0.0002919188,0.00436873,0.00119535,0.00005049457,0.0003385402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9856861,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2603688890971346,"score_gpt":0.4811913808505774,"score_spread":0.2208224917534429,"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."}}