{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003145584,0.0002664629,0.0007160662,0.0007772152,0.0005149441,0.001065074,0.0004846897,0.001084056,0.01533277],"category_scores_gemma":[0.006825287,0.000185818,0.001396907,0.0007149428,0.0006271292,0.001519406,0.0006842209,0.002595138,0.001101767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298872,"about_ca_system_score_gemma":0.001162802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057454,"about_ca_topic_score_gemma":0.003525738,"domain_scores_codex":[0.998064,0.0007666069,0.0001951123,0.0001895772,0.000661734,0.00012292],"domain_scores_gemma":[0.997125,0.001162213,0.0005954237,0.0002222152,0.0003131985,0.000581944],"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":[0.02045556,0.00164221,0.008950033,0.009323614,0.001386141,0.0002112386,0.0002598693,0.0006468532,0.005283688,0.01171664,0.08945619,0.850668],"study_design_scores_gemma":[0.02557527,0.05082832,0.1387554,0.006947387,0.003433795,0.00257834,0.0004512255,0.0008846614,0.01009761,0.02021516,0.7400508,0.0001819548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2391187,0.5256314,0.007313519,0.1256673,0.02541518,0.0009749494,0.006336891,0.0004791364,0.06906282],"genre_scores_gemma":[0.8235978,0.08249759,0.007822095,0.04549145,0.0124137,0.0009943977,0.003256104,0.0001970293,0.02372984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01533277,"threshold_uncertainty_score":0.05129319,"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."}}