{"id":"W3048948367","doi":"10.1093/neuonc/noaa192","title":"Executive summary from American Radium Society’s appropriate use criteria on neurocognition after stereotactic radiosurgery for multiple brain metastases","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Center for Advancing Translational Sciences","keywords":"Radiosurgery; Medicine; Neurocognitive; Appropriate Use Criteria; Asymptomatic; Stereotactic biopsy; Whole brain radiotherapy; Appropriateness criteria; Radiation therapy; Medical physics; Oncology; Brain metastasis; Internal medicine; Radiology; Cancer; Cognition; Biopsy; Metastasis; Psychiatry","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":[0.0779189,0.00275427,0.00753341,0.01244536,0.001844273,0.007445986,0.007425543,0.008500529,0.03780485],"category_scores_gemma":[0.2090526,0.001838761,0.007397137,0.01348721,0.001233891,0.004447915,0.004464797,0.005976521,0.0174781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006719774,"about_ca_system_score_gemma":0.031667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008544816,"about_ca_topic_score_gemma":0.01092309,"domain_scores_codex":[0.9319952,0.02281164,0.03004407,0.002073047,0.01141744,0.001658543],"domain_scores_gemma":[0.751778,0.08594656,0.05999237,0.00399859,0.09096001,0.007324567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004221269,0.00004258133,0.0008165081,0.09270714,0.0006385717,0.00007472073,0.000135063,0.0003246685,0.000176294,0.001533304,0.7955409,0.107588],"study_design_scores_gemma":[0.000886244,0.0001830872,0.004884084,0.266236,0.001902912,0.0001416749,0.0001927368,0.0002390986,0.000294279,0.002994797,0.7219283,0.0001166671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001497056,0.4449705,0.007987812,0.2539332,0.08067225,0.03285429,0.1107697,0.0005748088,0.06674034],"genre_scores_gemma":[0.01804906,0.5245897,0.04536269,0.1428124,0.04154203,0.09499659,0.09899869,0.001013746,0.03263529],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0779189,"threshold_uncertainty_score":0.4120795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265641195152338,"score_gpt":0.3155743148763845,"score_spread":0.2629179029248612,"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."}}