{"id":"W7133026544","doi":"","title":"Vascular Disruption Therapy in Lung Cancer using Endobronchial Ultrasound and Ultrasound Active Agents","year":2020,"lang":"","type":"dissertation","venue":"TSpace","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Microbubbles; Ultrasound; Lung cancer; In vivo; Endobronchial ultrasound; Lung; Focused ultrasound","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":[0.0001394695,0.0001873941,0.0001563017,0.0002383164,0.000152342,0.0003115791,0.00009276593,0.0002921651,0.001209056],"category_scores_gemma":[0.00009793798,0.0001197432,0.0001992118,0.0001881738,0.0001432357,0.000197896,0.0001556907,0.000414595,0.0004414233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002684734,"about_ca_system_score_gemma":0.0002515257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004992161,"about_ca_topic_score_gemma":0.001078002,"domain_scores_codex":[0.9999428,0.000009443474,0.000002628332,0.00001071662,0.00002353559,0.00001092055],"domain_scores_gemma":[0.9999655,0.0000086481,0.000008246647,0.000001869698,0.000008839753,0.000006923661],"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":[0.00004880207,0.00004754359,0.00007355946,0.0002003021,0.000005575926,0.00005759268,0.00005565983,0.0001738057,0.9801436,0.000409521,0.0002827157,0.01850116],"study_design_scores_gemma":[0.00001777039,0.0007606728,0.002019545,0.00004985635,0.0000262994,0.0002966952,0.00005435763,0.000888136,0.9632049,0.0001850809,0.03248748,0.000009239726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7365644,0.1850782,0.0435617,0.001067592,0.0003271344,0.0002910219,0.0002042329,0.0002930184,0.03261261],"genre_scores_gemma":[0.8649467,0.07335202,0.01916599,0.0005063943,0.0001040961,0.0002173076,0.0002172765,0.00004602791,0.04144426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001209056,"threshold_uncertainty_score":0.004044652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229532419471682,"score_gpt":0.3276730852865583,"score_spread":0.3053777610918415,"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."}}