{"id":"W1972037710","doi":"10.1016/j.ijrobp.2012.04.040","title":"Modeling Local Control After Hypofractionated Stereotactic Body Radiation Therapy for Stage I Non-Small Cell Lung Cancer: A Report From the Elekta Collaborative Lung Research Group","year":2012,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Lung cancer; Relative biological effectiveness; Effective dose (radiation); Radiosurgery; Radiation therapy; Nuclear medicine; Lung; Oncology; Internal medicine; Radiation; Physics","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":[0.001463986,0.0002482137,0.0005186213,0.0001528754,0.0001848719,0.00006098173,0.0002622436,0.0002535077,0.00009489671],"category_scores_gemma":[0.0002190194,0.0001776431,0.0002514935,0.0002337156,0.0001233416,0.0005621684,0.00003548485,0.0006391463,0.000007078697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003282206,"about_ca_system_score_gemma":0.0013019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000446876,"about_ca_topic_score_gemma":0.00003957592,"domain_scores_codex":[0.9974682,0.0004509854,0.0008600103,0.0003159509,0.0004957811,0.0004090572],"domain_scores_gemma":[0.9947612,0.001656562,0.0009763396,0.0002323298,0.00218952,0.0001840586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005112871,0.001634101,0.9485989,0.00002327592,0.003344879,0.0000767479,0.001584142,0.003255881,0.002013578,0.0005096489,0.003891378,0.02995462],"study_design_scores_gemma":[0.07220456,0.004526375,0.3908335,0.0004973169,0.002296398,0.0002542299,0.001365153,0.4180755,0.007543132,0.001637095,0.09987982,0.0008869537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249008,0.01065664,0.05230926,0.006713293,0.003101481,0.001691294,0.000496679,0.00002438203,0.0001061704],"genre_scores_gemma":[0.9877932,0.004335517,0.0006384279,0.001357799,0.00481594,0.0005849554,0.0003601444,0.0000461329,0.00006787411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577654,"threshold_uncertainty_score":0.8582854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783518987325309,"score_gpt":0.3828059529654865,"score_spread":0.3549707630922335,"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."}}