{"id":"W2767581845","doi":"10.1093/neuonc/nox168.033","title":"ACTR-42. INITIAL EXPERIENCE OF BLOOD-BRAIN BARRIER OPENING FOR CHEMOTHERAPEUTIC-DRUG DELIVERY TO BRAIN TUMOURS BY MR-GUIDED FOCUSED ULTRASOUND","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Microbubbles; Blood–brain barrier; Extravasation; Magnetic resonance imaging; Glioma; Focused ultrasound; Ultrasound; Drug delivery; Radiology; Nuclear medicine; Pathology; Central nervous system; Internal medicine; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002315027,0.0002564887,0.000427897,0.000082748,0.0003437151,0.00009425435,0.0007797761,0.0001677813,0.0001276711],"category_scores_gemma":[0.000570088,0.0002750705,0.0001171263,0.00009183404,0.0001863892,0.0002288957,0.00006559588,0.0002195057,0.00002013517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006334739,"about_ca_system_score_gemma":0.0001144159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007761282,"about_ca_topic_score_gemma":0.00010495,"domain_scores_codex":[0.9984896,0.00005693725,0.0004077778,0.0003920941,0.0001485419,0.0005050868],"domain_scores_gemma":[0.9974216,0.001483345,0.0001466745,0.0006456446,0.00008813242,0.0002145824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004669281,0.0000697874,0.0003544063,0.00002126737,0.00004549017,0.000003929973,0.002975644,0.0001048256,0.9766403,0.0001299866,0.01423678,0.005370836],"study_design_scores_gemma":[0.0018446,0.0002513455,0.0004049212,0.00001691687,0.00006529913,0.00005338577,0.0003344346,0.000462626,0.7348346,0.0001571452,0.2612357,0.0003390785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905939,0.00008033078,0.002232852,0.002811205,0.0003699402,0.0007764342,0.0001392116,0.0001470267,0.002849065],"genre_scores_gemma":[0.9932995,0.0000305964,0.002615923,0.003159377,0.000220554,0.0004161207,0.0000202204,0.00008793695,0.0001497169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2469989,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715257738035372,"score_gpt":0.3096478137641074,"score_spread":0.2824952363837537,"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."}}