{"id":"W4386561105","doi":"10.1093/neuonc/noad137.362","title":"P14.11.B A MULTICENTER STUDY OF LOW-INTENSITY FOCUSED ULTRASOUND WITH SYSTEMIC MICROBUBBLE OSCILLATORS FOR BLOOD-BRAIN BARRIER DISRUPTION FOR LIQUID BIOPSY IN GLIOBLASTOMA (LIBERATE)","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Microbubbles; Liquid biopsy; Biopsy; Brain tumor; Radiology; Ultrasound; Pathology; Oncology; Internal medicine; Cancer","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":[0.003874034,0.00141014,0.001684576,0.0003442255,0.000449989,0.0009525642,0.0006855024,0.001200773,0.00372566],"category_scores_gemma":[0.001164047,0.0004187606,0.001241604,0.0004116073,0.001146085,0.0006706233,0.0005689703,0.00179397,0.001017869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005825071,"about_ca_system_score_gemma":0.00196413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004149806,"about_ca_topic_score_gemma":0.0004102961,"domain_scores_codex":[0.9988655,0.0005635933,0.00007055011,0.0002345831,0.00008322798,0.000182644],"domain_scores_gemma":[0.9987664,0.0001881548,0.0002653362,0.0001308602,0.0001582058,0.0004909592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.823653,0.0400034,0.008508874,0.000733775,0.001359741,0.0001754397,0.0001556842,0.0005788589,0.06872461,0.0003441437,0.002356124,0.05340647],"study_design_scores_gemma":[0.1955331,0.7759786,0.01284862,0.00003812583,0.0009934362,0.0001736712,0.00004086472,0.0006606916,0.01084246,0.0001391049,0.002724787,0.00002653183],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908627,0.002250436,0.001565972,0.0004859574,0.0001714415,0.002936393,0.0006980097,0.00009574022,0.000933388],"genre_scores_gemma":[0.9852479,0.001184314,0.003032708,0.000680234,0.0003483034,0.005453156,0.001392884,0.00005878169,0.002601793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003874034,"threshold_uncertainty_score":0.02048808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879951686829615,"score_gpt":0.3010190722387112,"score_spread":0.282219555370415,"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."}}