{"id":"W2954060777","doi":"10.3747/co.26.4749","title":"Incidence of Radionecrosis in Single-Fraction Radiosurgery Compared with Fractionated Radiotherapy in the Treatment of Brain Metastasis","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Hospital; Juravinski Cancer Centre","funders":"","keywords":"Radiosurgery; Medicine; Brain metastasis; Radiation therapy; Incidence (geometry); Population; Dose fractionation; Nuclear medicine; Metastasis; Radiology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004674163,0.0001727838,0.0008094993,0.0003223517,0.00001758875,0.000004067135,0.0000702921,0.00006991388,0.0001604021],"category_scores_gemma":[0.00004160645,0.0001054335,0.0001265454,0.0005526575,0.0001100123,0.00007569666,0.00000520202,0.0001347292,0.000003676532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008377701,"about_ca_system_score_gemma":0.000177503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003515561,"about_ca_topic_score_gemma":0.0002210322,"domain_scores_codex":[0.9983713,0.0004335711,0.0004937974,0.0002553443,0.0002480095,0.0001980022],"domain_scores_gemma":[0.9981917,0.001043563,0.0003264299,0.0003177205,0.00007709285,0.00004345303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003148525,0.01454349,0.7977701,0.0001362408,0.0003748587,0.00007745196,0.002364366,0.0004876852,0.007531325,0.00009481334,0.0003651225,0.173106],"study_design_scores_gemma":[0.02308219,0.01422077,0.8611915,0.0004218443,0.0003908192,0.0003109216,0.001920543,0.001257883,0.006794714,0.00005280165,0.09011222,0.0002437529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924086,0.004424073,0.0002365709,0.001546152,0.0002457184,0.001012185,0.00001879202,0.000009182504,0.0000987165],"genre_scores_gemma":[0.9974721,0.001234459,0.0009712704,0.00009146698,0.0000317411,0.00009251376,0.00007974053,0.00001283146,0.00001388565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1728623,"threshold_uncertainty_score":0.4299454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09209119129551026,"score_gpt":0.3859515541644222,"score_spread":0.2938603628689119,"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."}}