{"id":"W4313527677","doi":"10.1097/01.cot.0000912080.84806.bc","title":"Shorter Course of Radiation Therapy Safe & Effective in Prostate Cancer","year":2023,"lang":"en","type":"article","venue":"Oncology Times","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Medicine; Radiation therapy; Prostate; Cancer; Randomized controlled trial; Disease; Oncology; Internal medicine; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002496529,0.00007976235,0.0002550636,0.0001505666,0.00002272081,0.000002336169,0.00003531887,0.000074225,0.0004194014],"category_scores_gemma":[0.00001850469,0.00005500913,0.00004128426,0.0003334687,0.0001072149,0.00003673998,0.00001591963,0.0001235915,0.00008471726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002187048,"about_ca_system_score_gemma":0.0003573419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001500031,"about_ca_topic_score_gemma":0.0001333677,"domain_scores_codex":[0.9993112,0.00008614615,0.0001334616,0.0001548285,0.0001061111,0.000208231],"domain_scores_gemma":[0.9995927,0.0001501222,0.00004418927,0.0001088049,0.00005740626,0.00004682992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001675295,0.0003031381,0.440867,0.00004259466,0.0001943917,0.00007310642,0.002957047,0.00002357204,0.008737041,0.00001533618,0.02071021,0.5244012],"study_design_scores_gemma":[0.006425112,0.001195351,0.8895789,0.00007166155,0.0000336031,0.000005969832,0.0002055564,0.0001322932,0.02067216,0.0001783006,0.08141901,0.00008211771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984404,0.003292062,9.184108e-7,0.004672391,0.0001327342,0.001016577,0.00002490224,0.00003293432,0.006423439],"genre_scores_gemma":[0.9724992,0.008190867,0.00002608982,0.0001495311,0.00007445204,0.0005044218,0.0001186712,0.00001465139,0.01842215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5243191,"threshold_uncertainty_score":0.4592151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02757689783226194,"score_gpt":0.4041965477424768,"score_spread":0.3766196499102149,"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."}}