{"id":"W3201091756","doi":"10.1016/j.ijrobp.2021.09.003","title":"Hypofractionated Stereotactic Radiation Therapy for Intact Brain Metastases in 5 Daily Fractions: Effect of Dose on Treatment Response","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Nuclear medicine; Radiation therapy; Magnetic resonance imaging; Proportional hazards model; Cohort; Cumulative incidence; Regimen; Radiology; Dose fractionation; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001245399,0.0002612529,0.0007449801,0.000378804,0.00005755427,0.00002194234,0.0001234318,0.0001802326,0.0001038453],"category_scores_gemma":[0.001776031,0.0001964225,0.0004470609,0.0002725509,0.00007154547,0.000311055,0.00001523021,0.0002806284,0.00001020161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705582,"about_ca_system_score_gemma":0.0008795599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004369625,"about_ca_topic_score_gemma":0.000007070503,"domain_scores_codex":[0.9971359,0.001253147,0.0008579909,0.0002791297,0.0002788164,0.0001949733],"domain_scores_gemma":[0.9921397,0.005795905,0.001133923,0.0002039689,0.000623952,0.000102543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04573495,0.00578692,0.09532991,0.00002425293,0.004436913,0.0003172976,0.0004752069,0.001625707,0.0303569,0.001993679,0.001233658,0.8126846],"study_design_scores_gemma":[0.1369273,0.07555885,0.298764,0.0003325865,0.001351888,0.001182992,0.0003516876,0.002576594,0.2888007,0.006447757,0.1870969,0.0006086982],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867133,0.001235504,0.001516836,0.008167143,0.001353084,0.0006870548,0.0002451418,0.00001879622,0.00006314755],"genre_scores_gemma":[0.9942877,0.001499609,0.001537726,0.00124914,0.0007392992,0.00008642115,0.000485584,0.00003164949,0.00008289299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8120759,"threshold_uncertainty_score":0.8009875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060159645234437,"score_gpt":0.3808478479455829,"score_spread":0.3502462514932385,"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."}}