{"id":"W4390468278","doi":"10.7759/cureus.51381","title":"The Impact of Immune Checkpoint Inhibition on the Risk of Radiation Necrosis Following Stereotactic Radiotherapy for Metastatic Brain Cancer","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec","funders":"","keywords":"Medicine; Radiation therapy; Radiosurgery; Melanoma; Breast cancer; Lung cancer; Cancer; Internal medicine; Nuclear medicine; Oncology","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":[0.0009127381,0.0001219015,0.0002537564,0.0005238348,0.0001855023,0.0003880981,0.0002103525,0.0001804387,0.001185208],"category_scores_gemma":[0.003857371,0.00008068062,0.0004084592,0.00040961,0.0002137677,0.000230264,0.0002319948,0.0002738219,0.0001150872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465084,"about_ca_system_score_gemma":0.000354881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319889,"about_ca_topic_score_gemma":0.002174334,"domain_scores_codex":[0.9991524,0.0002913374,0.0001145629,0.0001309289,0.0002148527,0.00009580169],"domain_scores_gemma":[0.9961706,0.0008235502,0.002532952,0.00009744816,0.0001836364,0.0001918668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000532392,0.00002574553,0.9917269,0.00003004832,0.00007706079,0.0001388888,0.0000117056,0.0001193706,0.0004351753,0.00001499058,0.00007296477,0.006814784],"study_design_scores_gemma":[0.000009657043,0.0003385738,0.9977195,0.00001188614,0.00006724298,0.0008882103,0.0000400381,0.0002897149,0.0003932309,0.00001926873,0.0002199394,0.000002748996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962403,0.002419211,0.0001429044,0.00007418694,0.000009929217,0.00001229502,0.0002161492,0.000005412474,0.0008796619],"genre_scores_gemma":[0.9995044,0.000239765,0.00006130754,0.00001798426,0.00001157729,0.000003668108,0.00009468965,0.000001291737,0.00006530138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319889,"threshold_uncertainty_score":0.004827082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03420868930219329,"score_gpt":0.3548814392592861,"score_spread":0.3206727499570928,"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."}}