{"id":"W2546457044","doi":"10.1109/ultsym.2016.7728865","title":"High frequency photoacoustic spectral analysis of erythrocyte programmed cell death (eryptosis)","year":2016,"lang":"en","type":"article","venue":"","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Terry Fox Foundation","keywords":"Phosphatidylserine; Materials science; Hemolysis; Photoacoustic imaging in biomedicine; Sphingomyelin; Photoacoustic effect; Biophysics; Optics; Chemistry; Membrane; Biochemistry; Biology; Phospholipid","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":[0.0001872676,0.0001931515,0.000112658,0.0007375498,0.0001235469,0.0001702465,0.0001686201,0.0002703618,0.001253746],"category_scores_gemma":[0.0003905821,0.0001029275,0.00008576168,0.0004381608,0.0001935727,0.0003135148,0.0001654501,0.0003293404,0.0002113746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456103,"about_ca_system_score_gemma":0.00009499648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003724615,"about_ca_topic_score_gemma":0.0003651531,"domain_scores_codex":[0.9998819,0.00001964386,0.000006715823,0.00002154241,0.00005601862,0.00001419568],"domain_scores_gemma":[0.9997113,0.00009985505,0.00005383726,0.0000177013,0.00009882017,0.00001837824],"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":[0.00003227507,0.00001069772,0.0005613219,0.00002526177,0.000002999485,0.00003259786,0.00003165283,0.00007256961,0.9948166,0.00006169149,0.00002753833,0.00432486],"study_design_scores_gemma":[0.000003341439,0.0001203992,0.01677831,0.00000646144,0.00001688942,0.0006024347,0.00009250497,0.003827339,0.9776282,0.0001246872,0.0007885361,0.00001093354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531936,0.001173174,0.04318639,0.00007976635,0.00002178076,0.00003351747,0.0002026819,0.0001951507,0.001913878],"genre_scores_gemma":[0.978309,0.0006356722,0.01953739,0.00004386887,0.00001207089,0.00003426577,0.0001446938,0.00002012092,0.001262955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001253746,"threshold_uncertainty_score":0.0041942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006938797690837314,"score_gpt":0.1962764173913895,"score_spread":0.1893376197005522,"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."}}