{"id":"W3171499456","doi":"10.1016/j.adro.2021.100733","title":"Radionecrosis and Complete Response After Multiple Reirradiations to Recurrent Brain Metastases From Lung Cancer Over 10 Years: Is There a Limit?","year":2021,"lang":"en","type":"article","venue":"Advances in Radiation Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital","funders":"","keywords":"Medicine; Radiosurgery; Lung cancer; Craniotomy; Neurotoxicity; Brain metastasis; Oncology; Cancer; Radiation therapy; Internal medicine; Radiology; Metastasis; Toxicity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002680117,0.0001955425,0.0009013943,0.0004835284,0.0002232794,0.0008278074,0.0006962157,0.001014506,0.001860991],"category_scores_gemma":[0.00807156,0.0001084602,0.0004625866,0.0005327492,0.0005823777,0.0009356139,0.0003288256,0.0009106329,0.0004578559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009258047,"about_ca_system_score_gemma":0.0006457791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798192,"about_ca_topic_score_gemma":0.002411668,"domain_scores_codex":[0.9988666,0.0003436042,0.0001564633,0.0001423197,0.0003502025,0.0001408653],"domain_scores_gemma":[0.9936321,0.002691222,0.002384564,0.0002346114,0.0005634233,0.0004940624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007655824,0.0006025104,0.7232956,0.0007294086,0.0004841627,0.007435863,0.0003098865,0.0008358285,0.002678153,0.0009265778,0.006368019,0.248678],"study_design_scores_gemma":[0.0001376736,0.003549395,0.9517336,0.0003222419,0.0003612402,0.02702564,0.0003564769,0.0009634477,0.0008024269,0.001375163,0.01331308,0.00005960046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8392392,0.1403534,0.001097967,0.006634776,0.0003136763,0.0001211774,0.0008324401,0.00006974516,0.01133772],"genre_scores_gemma":[0.9898174,0.006569687,0.000239053,0.001186612,0.0004780267,0.00003842606,0.0006054005,0.000009633404,0.001055668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002680117,"threshold_uncertainty_score":0.01417398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152240145909168,"score_gpt":0.3697084974297934,"score_spread":0.3481860959707018,"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."}}