{"id":"W4311863306","doi":"10.7150/thno.79186","title":"Intravital imaging and cavitation monitoring of antivascular ultrasound in tumor microvasculature","year":2022,"lang":"en","type":"article","venue":"Theranostics","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Microbubbles; Ultrasound; Intravital microscopy; Blood flow; Cavitation; Biomedical engineering; Medicine; Pathology; Microcirculation; Radiology; Physics; Acoustics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00008445939,0.00007824363,0.0001067718,0.00006332037,0.00004052155,0.00001215546,0.00006983711,0.00001392195,0.000006652404],"category_scores_gemma":[0.00001825137,0.00008695487,0.0000271445,0.0001584574,0.00002710951,0.0000451268,0.00001384235,0.000155077,4.083277e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003448407,"about_ca_system_score_gemma":0.000007675745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002031657,"about_ca_topic_score_gemma":0.000001967958,"domain_scores_codex":[0.9995547,0.00001941667,0.0001284642,0.00008882052,0.00009682341,0.0001117857],"domain_scores_gemma":[0.9997046,0.0001286927,0.00001781432,0.0001153062,0.00001415878,0.0000194133],"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":[0.000004077332,0.00003070087,0.05794524,0.00003628093,0.00002902246,0.000004456211,0.002096102,0.01042046,0.9269507,0.0002866999,0.0000154916,0.002180752],"study_design_scores_gemma":[0.002842112,0.00007907514,0.7871302,0.0001352289,0.0001835468,0.0003712282,0.01099404,0.007857054,0.1737483,0.003888244,0.01168346,0.001087557],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962889,0.00275968,0.0005281966,0.00001581573,0.000106661,0.0001127258,0.00001775582,0.0001140511,0.00005622294],"genre_scores_gemma":[0.9986823,0.0001360821,0.001055644,0.00001084595,0.0000391722,0.00001857291,0.00001004533,0.00004402606,0.00000329791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7532024,"threshold_uncertainty_score":0.3545917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003500178872661147,"score_gpt":0.1876141204592512,"score_spread":0.18411394158659,"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."}}