{"id":"W2758564442","doi":"10.1016/j.ijrobp.2017.06.461","title":"CBCT-Derived Radiosensitivity Marker Associated with Radiation Pneumonitis","year":2017,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Lung cancer; Nuclear medicine; Radiology; Pneumonitis; Thorax (insect anatomy); Radiation Pneumonitis; Lung; 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":[0.0003025439,0.0004352175,0.0003898288,0.001175759,0.0002278577,0.0009696799,0.0003558239,0.0005097672,0.001958321],"category_scores_gemma":[0.001440736,0.0001772969,0.0002757777,0.000717987,0.0002912817,0.000287549,0.0002849952,0.0004980699,0.0003974764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003441248,"about_ca_system_score_gemma":0.0002407459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615736,"about_ca_topic_score_gemma":0.002136474,"domain_scores_codex":[0.9998287,0.0000214309,0.0000197676,0.00004185982,0.00005245303,0.00003573365],"domain_scores_gemma":[0.9993237,0.0001529705,0.0002335121,0.00006582154,0.0001252183,0.00009880937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002664234,0.0001831353,0.7959208,0.0002601667,0.000218346,0.005609499,0.0001454868,0.001035301,0.1665262,0.0004990851,0.0009907258,0.02594703],"study_design_scores_gemma":[0.00001593736,0.0001928896,0.9612228,0.00005398052,0.0002011778,0.007932614,0.0001019958,0.003079481,0.02568317,0.0003058966,0.001185398,0.00002461069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888778,0.00289922,0.002393253,0.0001005021,0.00004365011,0.00005108431,0.000899613,0.0001479427,0.004586959],"genre_scores_gemma":[0.9988931,0.0001488054,0.0004016641,0.00001921697,0.00001379168,0.000007989797,0.0002209552,0.000009218442,0.0002851669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002615736,"threshold_uncertainty_score":0.006551206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429412532941826,"score_gpt":0.3183043441099031,"score_spread":0.3040102187804848,"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."}}