{"id":"W4297217846","doi":"10.32920/ryerson.14639520.v2","title":"High Frequency Ultrasound Imaging of Changes in Cell Structure Including Apoptosis","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Princess Margaret Cancer Centre; Ontario Institute for Cancer Research; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Ontario Innovation Trust","keywords":"Ultrasound; Apoptosis; In vivo; Scattering; High frequency ultrasound; Radio frequency; Chemistry; Physics; Biology; Optics; Acoustics; Computer science; Telecommunications; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000902161,0.0001276383,0.0001237688,0.0003383861,0.00008055515,0.0002493754,0.0001376154,0.0003513475,0.002149551],"category_scores_gemma":[0.0002995447,0.00009354186,0.0000986021,0.0002336479,0.0002433266,0.0002488915,0.0001812295,0.0001904309,0.0003808358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268763,"about_ca_system_score_gemma":0.00008646683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003372084,"about_ca_topic_score_gemma":0.0002792873,"domain_scores_codex":[0.9999107,0.00001333477,0.00000323933,0.00001640637,0.00004292096,0.00001341267],"domain_scores_gemma":[0.9999038,0.00003691886,0.00001729293,0.00001047754,0.00002207427,0.000009419719],"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":[0.0000648821,0.00002043002,0.0008974294,0.00004116193,0.000006146457,0.0001232331,0.00007283081,0.002641286,0.972612,0.002334142,0.0002586463,0.02092785],"study_design_scores_gemma":[0.00002505539,0.0002807729,0.03052638,0.00002212951,0.00002414563,0.001709451,0.0002252289,0.105369,0.848196,0.006184589,0.007410739,0.00002647967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732204,0.001255227,0.1093701,0.0003296171,0.00007287107,0.00002246622,0.0001530991,0.0003623277,0.01521402],"genre_scores_gemma":[0.9761945,0.0004880625,0.01625399,0.00005339196,0.00002877008,0.000008860484,0.00009171336,0.0000316864,0.006849129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002149551,"threshold_uncertainty_score":0.007190943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116591059060023,"score_gpt":0.2253203594059963,"score_spread":0.213661253499994,"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."}}