{"id":"W3175746541","doi":"10.1364/ol.426543","title":"F-mode ultraviolet photoacoustic remote sensing for label-free virtual H&E histopathology using a single excitation wavelength","year":2021,"lang":"en","type":"article","venue":"Optics Letters","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research","keywords":"Optics; Wavelength; Excitation; Ultraviolet; Materials science; Photoacoustic imaging in biomedicine; Photoacoustic spectroscopy; Optoelectronics; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001678118,0.0002698529,0.0003022737,0.0001153433,0.0001506487,0.00007601184,0.0001479542,0.0001175636,0.00000867201],"category_scores_gemma":[0.0004516041,0.0003339644,0.00009098129,0.0001905432,0.00008474536,0.0001214785,0.00003546127,0.0002637157,0.000006160777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003656804,"about_ca_system_score_gemma":0.00005728772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000208146,"about_ca_topic_score_gemma":0.00001659612,"domain_scores_codex":[0.9984981,0.00004160299,0.0003417778,0.0003482555,0.0001910925,0.0005791154],"domain_scores_gemma":[0.9989382,0.0003269647,0.00006737599,0.0004496482,0.0001187838,0.00009900269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001172026,0.0000183065,0.000001998123,0.00008740168,0.00002899426,0.00008378404,0.0005963275,0.06020496,0.9322706,0.00005863852,0.0006159223,0.006021295],"study_design_scores_gemma":[0.001015878,0.00002490217,0.00001764339,0.0001225749,0.0001593553,0.0003681938,0.0002550657,0.9773193,0.01916967,0.0004238185,0.0006908035,0.0004327842],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4124011,0.00006320401,0.5860728,0.0002080168,0.0007224075,0.0001263473,0.00005894263,0.0001482358,0.0001989138],"genre_scores_gemma":[0.5362546,0.00002136223,0.4619026,0.00126232,0.0002568763,0.000001945123,0.0001007964,0.0001067804,0.00009263214],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9171144,"threshold_uncertainty_score":0.9999112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475662043013593,"score_gpt":0.2489810391980632,"score_spread":0.2242244187679272,"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."}}