{"id":"W3037398086","doi":"10.1097/01.cot.0000475228.53449.63","title":"Prostate Cancer Image-Guided IMRT Trial Shows Low Toxicity, Good Outcomes","year":2015,"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; Toxicity; Medicine; Oncology; Cancer; Clinical trial; Medical physics; Prostate; Internal medicine; Radiology","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":[0.001357156,0.0004649912,0.001154604,0.0002127674,0.0002321162,0.0008350358,0.0005071425,0.0009649525,0.004794532],"category_scores_gemma":[0.001976758,0.0001661195,0.0009918016,0.0003245147,0.0003283926,0.0003833833,0.0002463726,0.001928583,0.0006401919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004519954,"about_ca_system_score_gemma":0.000449478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007073426,"about_ca_topic_score_gemma":0.00212592,"domain_scores_codex":[0.9993802,0.0003468121,0.00002268839,0.00008104116,0.0001193887,0.00004987928],"domain_scores_gemma":[0.9995118,0.0001205016,0.000117757,0.00006645102,0.00004539573,0.0001381041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5468834,0.01200143,0.01337821,0.003632645,0.008585044,0.000310765,0.0002312574,0.003195529,0.01562332,0.001896503,0.06415819,0.3301038],"study_design_scores_gemma":[0.6265959,0.1822193,0.1133646,0.0006156371,0.006051111,0.001015491,0.0001468316,0.002824116,0.004042319,0.001962578,0.06102866,0.0001334788],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833751,0.04853033,0.002260035,0.01308129,0.003116393,0.003830068,0.009822436,0.0004731101,0.03551114],"genre_scores_gemma":[0.9505503,0.007682484,0.003681578,0.01177083,0.001115569,0.002005098,0.009039764,0.0001608228,0.01399354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004794532,"threshold_uncertainty_score":0.01603931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07130815327870853,"score_gpt":0.419024686434705,"score_spread":0.3477165331559965,"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."}}