{"id":"W4380928010","doi":"10.37549/aro1113","title":"Examining risk factors for rectal toxicity following radiation therapy for localized prostate cancer","year":2016,"lang":"en","type":"article","venue":"Applied Radiation Oncology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Prostate cancer; Radiation therapy; Medicine; Toxicity; Oncology; Colorectal cancer; Cancer; Internal medicine","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":[0.0008891413,0.0003059154,0.0002931679,0.0006066608,0.000379907,0.0005082021,0.000466145,0.0004751311,0.001109388],"category_scores_gemma":[0.006064485,0.0002574035,0.0009079264,0.0007860704,0.0002653252,0.0003494243,0.0004507723,0.0006687383,0.0001222511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704994,"about_ca_system_score_gemma":0.001002074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005726216,"about_ca_topic_score_gemma":0.01235164,"domain_scores_codex":[0.9992301,0.0003473833,0.00008495589,0.00006420089,0.0001450843,0.0001283083],"domain_scores_gemma":[0.9965564,0.001346913,0.001442814,0.0001305703,0.0002075368,0.0003158257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002489118,0.00009926489,0.9955881,0.00003702712,0.0001617503,0.0001033194,0.00005825339,0.0001084388,0.0002848285,0.00001581348,0.00004357747,0.003250738],"study_design_scores_gemma":[0.000004768805,0.0004794904,0.998208,0.00001400897,0.0001777578,0.0002797696,0.0002297748,0.0001976321,0.0001996135,0.00002486758,0.0001796742,0.000004629137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978451,0.001197016,0.0001716941,0.00008365205,0.00001032952,0.00001459023,0.00007056856,0.000003628111,0.0006034509],"genre_scores_gemma":[0.9991989,0.0003405708,0.0001664636,0.00002509972,0.00001355461,0.000004591893,0.00004654511,0.000002132687,0.0002022275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005726216,"threshold_uncertainty_score":0.0113858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243698324427075,"score_gpt":0.329232041051038,"score_spread":0.3067950578067673,"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."}}