{"id":"W4388588426","doi":"10.1093/neuonc/noad179.0992","title":"RTID-01. A RANDOMIZED STUDY OF LOW-INTENSITY FOCUSED ULTRASOUND FOR BLOOD-BRAIN BARRIER DISRUPTION FOR BRAIN METASTASIS FROM NON-SMALL CELL LUNG CANCER (LIMITLESS)","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pembrolizumab; Lung cancer; Clinical endpoint; Brain metastasis; Randomized controlled trial; Internal medicine; Oncology; Surgery; Cancer; Metastasis; Immunotherapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005592924,0.0002867798,0.001005343,0.0001612902,0.0001449167,0.00002807352,0.0002587207,0.0001924657,0.00006319046],"category_scores_gemma":[0.0005964132,0.0002700591,0.0003213422,0.0003085751,0.00007757065,0.00006826377,0.00003776683,0.0002014505,0.00001024668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008338745,"about_ca_system_score_gemma":0.00009160342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002466191,"about_ca_topic_score_gemma":0.001178422,"domain_scores_codex":[0.9982224,0.0001682055,0.0005840104,0.0004619448,0.0001346459,0.0004288365],"domain_scores_gemma":[0.9910249,0.008203582,0.0001638352,0.0003402043,0.0001456218,0.0001219027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.003281038,0.0004436649,0.0005611056,0.0001731391,0.0005681812,0.000005321803,0.003959646,0.005238783,0.9780685,0.00004451454,0.006189905,0.00146624],"study_design_scores_gemma":[0.4409956,0.002254077,0.00373895,0.0001057869,0.006837566,0.00001994734,0.005859467,0.1526834,0.3391033,0.002158112,0.0443658,0.001877944],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778979,0.0001082043,0.01541481,0.0006827887,0.0004835598,0.004261022,0.0007452803,0.0002650358,0.0001413607],"genre_scores_gemma":[0.9927708,0.0001027761,0.001445345,0.0004525354,0.0002602091,0.004613497,0.0001504592,0.0001093188,0.00009506629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6389652,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823476246504585,"score_gpt":0.2784095334425079,"score_spread":0.260174770977462,"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."}}