{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008115088,0.0002563632,0.0005581606,0.0002058142,0.0002357759,0.00001819458,0.00009474275,0.0003460328,0.00006122623],"category_scores_gemma":[0.0008126178,0.000187221,0.0001950512,0.0001940893,0.00005469058,0.0001625143,0.00001117961,0.0001243105,0.00001007319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008145137,"about_ca_system_score_gemma":0.0004054618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000482604,"about_ca_topic_score_gemma":0.00002844496,"domain_scores_codex":[0.9982467,0.0001143426,0.000481556,0.0005059344,0.0002140305,0.0004374718],"domain_scores_gemma":[0.9961758,0.002789363,0.0005099429,0.0002374738,0.0001174846,0.00016995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002577503,0.0001825605,0.09581731,0.00004398967,0.0004156424,0.000001213404,0.001931642,0.0001912074,0.09302913,0.0004962513,0.004510863,0.8008027],"study_design_scores_gemma":[0.08707302,0.008923763,0.2992039,0.00008585808,0.0007759332,0.000007924644,0.0006957164,0.003762108,0.2254335,0.00165424,0.371255,0.001129092],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698983,0.0003893167,0.02160081,0.001614396,0.0009602047,0.004867287,0.0001607554,0.0002001418,0.0003088381],"genre_scores_gemma":[0.9913074,0.0007742697,0.003027214,0.0007892569,0.0006821185,0.002848132,0.0002173952,0.00007394524,0.0002802821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7996736,"threshold_uncertainty_score":0.7634649,"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."}}