{"id":"W2004246843","doi":"10.1186/1748-717x-4-50","title":"Image guided dose escalated prostate radiotherapy: still room to improve","year":2009,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Prostate cancer; Toxicity; Prostate; Genitourinary system; Internal medicine; Univariate analysis; Mucositis; Oncology; Urology; Cancer; Multivariate analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01150787,0.0007946274,0.001179374,0.0007698459,0.000228506,0.002228368,0.002000911,0.002425062,0.006636767],"category_scores_gemma":[0.01103802,0.000242651,0.0008421607,0.001205699,0.002142545,0.003400797,0.0007906751,0.003629533,0.00161106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320444,"about_ca_system_score_gemma":0.001441781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003436129,"about_ca_topic_score_gemma":0.002673831,"domain_scores_codex":[0.9980939,0.0009956661,0.0001643176,0.0001872604,0.0004229656,0.0001359033],"domain_scores_gemma":[0.9922037,0.004148346,0.0008489357,0.0005841495,0.001663992,0.0005509257],"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":[0.0007458819,0.0003515532,0.003552845,0.002479372,0.0002157281,0.0001062415,0.0001652841,0.002441462,0.001730151,0.00513072,0.01954276,0.963538],"study_design_scores_gemma":[0.002407862,0.01586474,0.09563023,0.01060864,0.001568824,0.007250038,0.002042332,0.02041923,0.006615843,0.05173944,0.7854539,0.0003988304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02484972,0.7603265,0.04243496,0.160946,0.002549766,0.0001966362,0.0003536236,0.0009345104,0.007408427],"genre_scores_gemma":[0.2110942,0.6212124,0.09283007,0.05554486,0.01156731,0.0003195506,0.001261329,0.0004344558,0.005735765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01150787,"threshold_uncertainty_score":0.06086016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295950894113358,"score_gpt":0.3333226805349485,"score_spread":0.3203631715938149,"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."}}