{"id":"W2283794013","doi":"10.1017/s1431927602107033","title":"Ultrasound Biomicroscopy as a Probe of Cellular Ultrastructure","year":2002,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; Ontario Institute for Cancer Research; Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"","keywords":"Ultrasound biomicroscopy; Ultrastructure; Ultrasound; Biophysics; Materials science; Pathology; Biology; Medicine; Radiology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001455209,0.000330296,0.0006861677,0.0004560783,0.0001769486,0.00006498495,0.000133874,0.0001646741,0.001001607],"category_scores_gemma":[0.00007217356,0.0002838632,0.0003721727,0.0008819586,0.0004915049,0.0001007635,0.00002841354,0.0002691701,0.00006273949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002887383,"about_ca_system_score_gemma":0.0000280734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164194,"about_ca_topic_score_gemma":0.000006347693,"domain_scores_codex":[0.9983272,0.00004658107,0.0004736185,0.0005306504,0.000197955,0.0004240054],"domain_scores_gemma":[0.9989056,0.00008206756,0.0001829003,0.0004747759,0.0001348596,0.000219804],"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":[0.00007472878,0.0002078708,0.05409428,0.0001529266,0.0004973336,0.000006197713,0.0009264887,5.869007e-7,0.9417105,0.00002293679,0.001610212,0.0006959217],"study_design_scores_gemma":[0.001237409,0.0002468308,0.004285384,0.0001250243,0.001319402,0.0006062253,0.0004411319,0.00001549018,0.978839,0.0001431499,0.01242552,0.0003153998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871105,0.007257145,0.003735139,0.0002925055,0.0000879499,0.000240881,0.00005981417,0.00006623617,0.001149834],"genre_scores_gemma":[0.9763223,0.001179973,0.01964657,0.0004580419,0.00006537266,0.000007697603,0.00006609224,0.00004008277,0.002213842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04980889,"threshold_uncertainty_score":0.9999614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006663974149736089,"score_gpt":0.2380212507376042,"score_spread":0.2313572765878681,"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."}}