{"id":"W4255238151","doi":"10.14740/jnr396w","title":"Brain Radionecrosis: Case Report","year":2016,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Complication; Radiation therapy; Etiology; Differential diagnosis; Lesion; Brain tumor; Radiological weapon; Osteoradionecrosis; Surgery; Radiology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005023094,0.004421561,0.002957643,0.005216789,0.004644438,0.004291153,0.002790972,0.01030657,0.004918124],"category_scores_gemma":[0.003226285,0.001997299,0.002053727,0.003660495,0.003591303,0.004234337,0.004417854,0.007143777,0.003150341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002360642,"about_ca_system_score_gemma":0.001552293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262004,"about_ca_topic_score_gemma":0.003669731,"domain_scores_codex":[0.9985091,0.0001291777,0.0001846391,0.0004892425,0.0002107786,0.000477057],"domain_scores_gemma":[0.9982867,0.0002903411,0.0004248752,0.0002461037,0.0001448342,0.0006072111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001013345,0.00004337844,0.0009510867,0.00002941611,0.000008871217,0.997604,0.00008686165,0.00003225229,0.0001960302,0.0001132435,0.0002410517,0.0006837233],"study_design_scores_gemma":[0.000004658034,0.00001585692,0.0004632623,0.000009250444,0.000006358071,0.99885,0.00005411451,0.00004499868,0.00007651906,0.0001278211,0.0003407156,0.000006364647],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855425,0.04974997,0.01206658,0.01167905,0.002916667,0.0009630956,0.001125335,0.0006784364,0.03527844],"genre_scores_gemma":[0.9735758,0.01004776,0.004521338,0.002795265,0.003656801,0.0001558514,0.0003096172,0.000086295,0.004851183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01030657,"threshold_uncertainty_score":0.01712775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210203036244133,"score_gpt":0.444338378751009,"score_spread":0.3233180751265957,"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."}}