{"id":"W2475007102","doi":"10.1158/0008-5472.can-16-0376","title":"Functional Flow Patterns and Static Blood Pooling in Tumors Revealed by Combined Contrast-Enhanced Ultrasound and Photoacoustic Imaging","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Perfusion; Ultrasound; Blood flow; Contrast-enhanced ultrasound; Medicine; Hemoglobin; Biomedical engineering; Pathology; Cancer; Contrast (vision); Perfusion scanning; Hemodynamics; Nuclear medicine; Radiology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005763741,0.0001939167,0.0002572048,0.0002010667,0.0001264341,0.0000890731,0.0001104463,0.00004428793,0.0002132011],"category_scores_gemma":[0.0002417566,0.0001636969,0.00002004904,0.0002216255,0.0001970459,0.0002145286,0.00003943838,0.000379237,0.000004179524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088732,"about_ca_system_score_gemma":0.00008690245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003048426,"about_ca_topic_score_gemma":0.00007272331,"domain_scores_codex":[0.9981908,0.0000803475,0.0002707574,0.0003681176,0.0003584216,0.0007315485],"domain_scores_gemma":[0.9985082,0.001033746,0.00002424511,0.0001612466,0.00008646902,0.0001860626],"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":[0.00006389638,0.00003002731,0.02445464,0.0002534698,0.00004675731,0.00003224632,0.0003817907,0.0006558575,0.967862,0.000009098766,0.0009539149,0.005256341],"study_design_scores_gemma":[0.03089383,0.00031179,0.2316538,0.007150976,0.0002393167,0.0003783054,0.00431859,0.1798107,0.5394068,0.002877295,0.0003047288,0.002653814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750915,0.001485272,0.02236871,0.0001485487,0.0001350518,0.0003560945,0.0002016269,0.00008721542,0.000125985],"genre_scores_gemma":[0.9979663,0.001370673,0.00009517059,0.00005853612,0.00006785419,0.0001850788,0.00001075518,0.00005089582,0.0001947075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4284551,"threshold_uncertainty_score":0.6675365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388679138111928,"score_gpt":0.2680204082925956,"score_spread":0.2541336169114763,"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."}}