{"id":"W4237365222","doi":"10.1093/neuonc/nox168.1130","title":"SCDT-51. 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":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Scottish Cot Death Trust","keywords":"Medicine; Microbubbles; Blood–brain barrier; Extravasation; Magnetic resonance imaging; Glioma; Focused ultrasound; Drug delivery; Ultrasound; Radiology; Pathology; Internal medicine; Central nervous system; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283251,0.000485791,0.0007535628,0.000421514,0.0004759124,0.0006089946,0.000339394,0.0006494565,0.001770555],"category_scores_gemma":[0.001353685,0.0001794717,0.0003251546,0.0003668607,0.0004509434,0.0003686638,0.0004436351,0.0008733677,0.0009869721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534308,"about_ca_system_score_gemma":0.0007397752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009207955,"about_ca_topic_score_gemma":0.00126687,"domain_scores_codex":[0.9994044,0.0002434177,0.00005276484,0.00009864523,0.00009251479,0.0001081802],"domain_scores_gemma":[0.9995852,0.0001645033,0.00003699329,0.00005797304,0.00004897044,0.000106385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01592722,0.009177777,0.02589418,0.0009849662,0.0002731956,0.004401264,0.002082534,0.003244865,0.5213528,0.002651601,0.009306863,0.4047026],"study_design_scores_gemma":[0.009788859,0.1772726,0.06604102,0.0002058898,0.0006025553,0.02721605,0.0002845116,0.005352868,0.5466068,0.0009926179,0.1654667,0.0001695273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630731,0.01191584,0.007268048,0.001837431,0.0002012902,0.00101537,0.0007187823,0.0003127435,0.01365736],"genre_scores_gemma":[0.9837689,0.004834882,0.005130512,0.001422886,0.0001447702,0.0003259477,0.001336535,0.000074246,0.002961267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001770555,"threshold_uncertainty_score":0.006786525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713639470532464,"score_gpt":0.3085902262507642,"score_spread":0.2814538315454396,"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."}}