{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3bd948b15afc","filters":{"venue":"Photons Plus Ultrasound: Imaging and Sensing 2021"}},"results":[{"id":"W3134670866","doi":"10.1117/12.2577794","title":"Towards improved imaging contrast with photoacoustic remote sensing through intelligent signal extraction","year":2021,"lang":"en","type":"article","venue":"Photons Plus Ultrasound: Imaging and Sensing 2021","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Illumisonics (Canada); Optina Diagnostics (Canada)","funders":"","keywords":"Computer science; Contrast (vision); Computer vision; SIGNAL (programming language); Artificial intelligence; Pixel; Modality (human–computer interaction); Photoacoustic imaging in biomedicine; Reflection (computer programming); Thermoelastic damping; Time domain; Materials science; Optics; Thermal; Physics","authors":[{"name":"Nicholas Pellegrino","is_ca":true},{"name":"Kevan Bell","is_ca":true},{"name":"Benjamin R. Ecclestone","is_ca":true},{"name":"Faraz Ali","is_ca":true},{"name":"Auguste L. Koh","is_ca":true},{"name":"YanYan Tran","is_ca":true},{"name":"Shahid A. Haider","is_ca":true},{"name":"Paul Fieguth","is_ca":true},{"name":"Parsin Haji Reza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008034893553105528,"gpt":0.2265130248027362,"spread":0.2184781312496307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003856862,0.0007624205,0.000744979,0.0001836403,0.0006073023,0.0006862715,0.0001358116,0.0001076823,0.0001207193],"category_scores_gemma":[0.0002499651,0.0007827221,0.0001748452,0.0005867466,0.0003438711,0.0005490864,0.0000652805,0.0009681912,0.00001441087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000529818,"about_ca_system_score_gemma":0.0003912886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001400419,"about_ca_topic_score_gemma":0.000147562,"domain_scores_codex":[0.9965792,0.0001026201,0.0006622566,0.0009743842,0.0004717776,0.001209807],"domain_scores_gemma":[0.9978715,0.0007060961,0.0001499291,0.0005905144,0.0003783589,0.00030366],"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":[0.00007004703,0.00002875986,0.00007924986,0.000191407,0.0002233072,0.001163028,0.002686775,0.00734265,0.8783057,0.00001094839,0.0003507006,0.1095474],"study_design_scores_gemma":[0.001052145,0.00001537899,0.0000709603,0.0005884136,0.0003257658,0.01047285,0.00617568,0.768964,0.2092607,0.000417687,0.001739097,0.000917303],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1278516,0.003418653,0.8610163,0.0002518051,0.00107355,0.0003629955,0.00005790603,0.0006511009,0.005316157],"genre_scores_gemma":[0.9342962,0.0007537414,0.06363777,0.0005205853,0.0003303218,0.000001604609,0.0000921053,0.0001908618,0.0001768145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8064446,"threshold_uncertainty_score":0.9994624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134412720","doi":"10.1117/12.2578944","title":"Photoacoustic remote sensing 3D H&amp;E histology with fluorescence validation","year":2021,"lang":"en","type":"article","venue":"Photons Plus Ultrasound: Imaging and Sensing 2021","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Microscopy; Confocal microscopy; Confocal; Materials science; Fluorescence microscope; Fluorescence; Fluorescence-lifetime imaging microscopy; Biomedical engineering; Microscope; Gold standard (test); Optics; Medicine; Physics; Radiology","authors":[{"name":"Brendon S. Restall","is_ca":false},{"name":"Nathaniel J. M. Haven","is_ca":true},{"name":"Matthew T. Martell","is_ca":true},{"name":"Pradyumna Kedarisetti","is_ca":true},{"name":"Brendyn D. Cikaluk","is_ca":true},{"name":"Lashan Peiris","is_ca":true},{"name":"Sveta Silverman","is_ca":true},{"name":"Jean Deschênes","is_ca":true},{"name":"Roger J. Zemp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008391720317799767,"gpt":0.2122891365529865,"spread":0.2038974162351867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002803987,0.0004978324,0.0005512738,0.0001938671,0.0004520066,0.0003169963,0.0001077044,0.0001065012,0.00007895354],"category_scores_gemma":[0.0003958772,0.0005260415,0.00008421819,0.0005212571,0.0003104732,0.0002425008,0.00004832682,0.0006069849,0.00002819882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517993,"about_ca_system_score_gemma":0.0002490385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004706618,"about_ca_topic_score_gemma":0.0001241192,"domain_scores_codex":[0.997512,0.0001232109,0.0004324527,0.0007328519,0.0003489509,0.0008505062],"domain_scores_gemma":[0.9981256,0.0006911603,0.00009436033,0.0006021546,0.000253829,0.0002328719],"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":[0.00005452626,0.0000200481,0.0002968621,0.0002374938,0.0001579856,0.0007919493,0.002501191,0.01170436,0.9302716,0.000009421774,0.001094001,0.05286052],"study_design_scores_gemma":[0.001312886,0.00001851598,0.0001949371,0.0006646204,0.0003628661,0.01560706,0.001730751,0.8814614,0.0909906,0.0002665023,0.006237185,0.001152643],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.406012,0.001966621,0.5850009,0.0002306469,0.001078012,0.0002498126,0.00003844036,0.0006187396,0.004804849],"genre_scores_gemma":[0.8667722,0.000409072,0.1317542,0.0002560713,0.0001646171,7.200061e-7,0.0001193443,0.0001184249,0.0004053485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8697571,"threshold_uncertainty_score":0.9997191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135633957","doi":"10.1117/12.2578954","title":"Comprehensive evaluation of ex vivo and in vivo tissues with ultraviolet photoacoustic remote sensing virtual histology and spectral-domain optical coherence tomography","year":2021,"lang":"en","type":"article","venue":"Photons Plus Ultrasound: Imaging and Sensing 2021","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Optical coherence tomography; Photoacoustic imaging in biomedicine; Ex vivo; Materials science; Ultraviolet; In vivo; Biomedical engineering; Optics; Histology; Spectral properties; Computer science; Remote sensing; Optoelectronics; Medicine; Physics; Pathology; Geology; Biology","authors":[{"name":"Matthew T. Martell","is_ca":true},{"name":"Nathaniel J. M. Haven","is_ca":true},{"name":"Brendon S. Restall","is_ca":false},{"name":"Pradyumna Kedarisetti","is_ca":true},{"name":"Roger J. Zemp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009800335204910181,"gpt":0.2331955221293035,"spread":0.2233951869243933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004375057,0.0004235045,0.0006840318,0.0002703957,0.0001605472,0.0001342293,0.00006107138,0.0001041289,0.0000365944],"category_scores_gemma":[0.000208015,0.0004477039,0.00005071836,0.0004368123,0.0006781269,0.0001638236,0.00003926195,0.0004462874,5.77602e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610544,"about_ca_system_score_gemma":0.0001522674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004592081,"about_ca_topic_score_gemma":0.000221981,"domain_scores_codex":[0.9976851,0.000203942,0.0004639571,0.0006616585,0.0004126262,0.000572726],"domain_scores_gemma":[0.9981724,0.0009581053,0.00009486811,0.0003104535,0.00028707,0.0001770932],"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":[0.0000712455,0.00002201196,0.0008659241,0.0001789497,0.00009919545,0.0003284792,0.003282133,0.004479761,0.9775438,0.00001147325,0.00005787548,0.01305917],"study_design_scores_gemma":[0.003294502,0.00007619432,0.002856856,0.001221271,0.0005108318,0.009062627,0.01371755,0.7541288,0.2131432,0.0006684907,0.0003450628,0.0009746365],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694193,0.003602956,0.02479514,0.0000745655,0.0002025751,0.0003210175,0.00004657497,0.00008519599,0.00145267],"genre_scores_gemma":[0.9733101,0.0006220988,0.02584773,0.0000754071,0.00004548459,0.000001052591,0.00001906598,0.00005579729,0.00002333625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7644005,"threshold_uncertainty_score":0.9997975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134325232","doi":"10.1117/12.2578919","title":"High sensitivity transparent capacitive micromachined ultrasound transducer linear arrays for optical, photoacoustic and ultrasound imaging","year":2021,"lang":"en","type":"article","venue":"Photons Plus Ultrasound: Imaging and Sensing 2021","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Capacitive micromachined ultrasonic transducers; Materials science; Transducer; Ultrasound; Intravascular ultrasound; Capacitive sensing; Photoacoustic imaging in biomedicine; Ultrasonic sensor; Wafer; Acoustics; Biomedical engineering; Optics; Optoelectronics; Computer science; Radiology","authors":[{"name":"Afshin Kashani Ilkhechi","is_ca":true},{"name":"Christopher Ceroici","is_ca":true},{"name":"Roger J. Zemp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009663843697691478,"gpt":0.2250639177518074,"spread":0.215400074054116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008083995,0.001096978,0.001247432,0.0002687953,0.0009635527,0.0007021123,0.0001547259,0.0001872294,0.00008131258],"category_scores_gemma":[0.000983757,0.001219956,0.0003340998,0.0004953237,0.0007929815,0.000498652,0.00003780606,0.000984108,0.000007910817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000368673,"about_ca_system_score_gemma":0.0002688533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005834995,"about_ca_topic_score_gemma":0.0002192166,"domain_scores_codex":[0.9953764,0.0001971351,0.0008784666,0.001466288,0.0004817525,0.001599942],"domain_scores_gemma":[0.9930734,0.005162204,0.0001315204,0.000667253,0.0003786604,0.0005869344],"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":[0.00008099242,0.00009224392,0.0003829143,0.0004321079,0.0003328903,0.0003972818,0.003677286,0.0114523,0.9798123,0.00007101025,0.0004931416,0.002775571],"study_design_scores_gemma":[0.004807807,0.00004855695,0.001460329,0.0008756937,0.001470021,0.01612445,0.00928778,0.4484845,0.5123593,0.0007719761,0.001549042,0.002760542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5589546,0.002698779,0.4339924,0.0002992597,0.001174741,0.0006813313,0.001031058,0.0004867554,0.0006810222],"genre_scores_gemma":[0.9493386,0.001316392,0.0474555,0.0005427098,0.0004456196,0.00003211651,0.0004714727,0.0002580646,0.0001395716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4674529,"threshold_uncertainty_score":0.999025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134570663","doi":"10.1117/12.2578942","title":"Towards non-contact functional oxygen metabolism estimation with multi-wavelength photoacoustic remote sensing and Doppler optical coherence tomography","year":2021,"lang":"en","type":"article","venue":"Photons Plus Ultrasound: Imaging and Sensing 2021","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Optical coherence tomography; Photoacoustic Doppler effect; Materials science; Doppler effect; Wavelength; Optics; Oxygen; Laser Doppler velocimetry; Photoacoustic spectroscopy; Tomography; Blood flow; Biomedical engineering; Oxygen saturation; Photoacoustic imaging in biomedicine; Chemistry; Optoelectronics; Physics; Medicine; Radiology","authors":[{"name":"Matthew T. Martell","is_ca":true},{"name":"Nathaniel J. M. Haven","is_ca":true},{"name":"Pradyumna Kedarisetti","is_ca":true},{"name":"Roger J. Zemp","is_ca":true},{"name":"Brendon S. Restall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009015849677521412,"gpt":0.2101789771812126,"spread":0.2011631275036912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003077413,0.0005677378,0.0006191749,0.0002288953,0.0004520275,0.0005087141,0.00007481077,0.0001140436,0.00004323904],"category_scores_gemma":[0.0002501081,0.000560737,0.0001076763,0.0005210093,0.0002606393,0.0003370467,0.00005737688,0.0006323685,0.000006083666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428694,"about_ca_system_score_gemma":0.000251081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005582264,"about_ca_topic_score_gemma":0.0001052238,"domain_scores_codex":[0.9975316,0.00007083928,0.0004362446,0.0007741492,0.0004239714,0.0007632076],"domain_scores_gemma":[0.9983931,0.000525873,0.0000840724,0.000403814,0.0002672801,0.0003258957],"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":[0.0001145103,0.00005582259,0.0003203386,0.0003962718,0.0005646505,0.0008451046,0.003137518,0.01728125,0.8086779,0.00002295936,0.0004503968,0.1681332],"study_design_scores_gemma":[0.001607879,0.00001366128,0.005194025,0.0003992291,0.000379361,0.006320466,0.001540698,0.9506022,0.03288764,0.0001176817,0.0002080647,0.0007291277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3433182,0.001344217,0.6531162,0.0001142841,0.0004879631,0.0002558792,0.00005069506,0.0002590775,0.00105349],"genre_scores_gemma":[0.8250085,0.0002408081,0.1741683,0.0002049647,0.0001239614,0.000001679001,0.00009208683,0.00008849934,0.00007119058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9333209,"threshold_uncertainty_score":0.9996844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135466750","doi":"10.1117/12.2579094","title":"Ultrasound detection aided by bound states in the continuum","year":2021,"lang":"en","type":"article","venue":"Photons Plus Ultrasound: Imaging and Sensing 2021","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Refractive index; Ultrasound; Resonance (particle physics); Slab; Sensitivity (control systems); Q factor; Bound state; Acoustics; Photonic crystal; Upper and lower bounds; Optics; Physics; Computer science; Electronic engineering; Mathematics; Engineering; Mathematical analysis; Atomic physics; Quantum mechanics; Resonator","authors":[{"name":"Eric Y. Zhu","is_ca":true},{"name":"Li Qian","is_ca":true},{"name":"Ofer Levi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005393052976024047,"gpt":0.2312621716730593,"spread":0.2258691186970353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003050391,0.000226923,0.0002498608,0.0000475324,0.0004914004,0.0005795616,0.0001061492,0.00003092897,0.0001315035],"category_scores_gemma":[0.00004804332,0.0002016964,0.00009029754,0.000361715,0.0001617982,0.0001423855,0.00003133148,0.0003352998,0.000009698379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005370844,"about_ca_system_score_gemma":0.0001027234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002446886,"about_ca_topic_score_gemma":0.0006321912,"domain_scores_codex":[0.9985286,0.0001381743,0.0002992009,0.0004501853,0.0001762023,0.0004076387],"domain_scores_gemma":[0.9985171,0.0008485262,0.00009859352,0.000370366,0.00008755768,0.00007786339],"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":[0.00001206799,0.0001368678,0.005317348,0.00001340084,0.00005924138,0.00001895457,0.003476657,0.00003758855,0.9787621,0.0002616542,0.004707701,0.007196361],"study_design_scores_gemma":[0.003780562,0.00004025537,0.007181381,0.0002510639,0.0002871075,0.001331334,0.07799053,0.0110251,0.6933594,0.03414087,0.1688486,0.001763829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987519,0.0007664686,0.006040836,0.000617504,0.0001371981,0.0002253767,0.0001447955,0.00003178369,0.004517068],"genre_scores_gemma":[0.998469,0.0001013444,0.0002618594,0.0003078219,0.0001184173,0.00001853056,0.0002800631,0.00002488344,0.0004181098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2854028,"threshold_uncertainty_score":0.8224942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134287497","doi":"10.1117/12.2578545","title":"Label-free virtual H&amp;E histopathology using f-mode ultraviolet photoacoustic remote sensing","year":2021,"lang":"en","type":"article","venue":"Photons Plus Ultrasound: Imaging and Sensing 2021","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Ultraviolet; Materials science; Photoacoustic imaging in biomedicine; Wavelength; Optics; Photoacoustic spectroscopy; Computer science; Optoelectronics; Physics","authors":[{"name":"Pradyumna Kedarisetti","is_ca":true},{"name":"Nathaniel J. M. Haven","is_ca":true},{"name":"Brendon S. Restall","is_ca":true},{"name":"Matthew T. Martell","is_ca":true},{"name":"Roger J. Zemp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01329974731214295,"gpt":0.2444543727849055,"spread":0.2311546254727625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004610292,0.0007780858,0.000907374,0.0003124549,0.0006867376,0.0004014809,0.0002553522,0.0002108955,0.00008285003],"category_scores_gemma":[0.001072331,0.000925876,0.0001875398,0.0006296465,0.0004519233,0.0002908295,0.000154196,0.001026872,0.00002788463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006394163,"about_ca_system_score_gemma":0.0003618393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009653953,"about_ca_topic_score_gemma":0.00020536,"domain_scores_codex":[0.9961472,0.0002228393,0.0007496667,0.001048901,0.0004683147,0.001363147],"domain_scores_gemma":[0.9970521,0.0009571373,0.0001393756,0.001180584,0.0002880623,0.00038273],"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":[0.00002423198,0.00002418095,0.0000761041,0.0001151153,0.00008246044,0.001040883,0.001915828,0.01304219,0.9661523,0.00001929206,0.001019749,0.01648765],"study_design_scores_gemma":[0.001890925,0.00001570626,0.00008600746,0.0005829046,0.0004332012,0.01917364,0.0024094,0.923407,0.04650364,0.0009885927,0.003149389,0.001359599],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5976096,0.002685715,0.393898,0.0001545856,0.001963506,0.0002231081,0.0001753375,0.0005976053,0.002692608],"genre_scores_gemma":[0.8912001,0.0006017279,0.1062184,0.0006687198,0.0004028426,7.377834e-7,0.0001503731,0.0002342885,0.0005227745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9196486,"threshold_uncertainty_score":0.9993192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135834882","doi":"10.1117/12.2578036","title":"Dual-modality photoacoustic remote sensing (PARS) microscopy and swept-source optical coherence tomography (SS-OCT) for in-vivo imaging","year":2021,"lang":"en","type":"article","venue":"Photons Plus Ultrasound: Imaging and Sensing 2021","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Optical coherence tomography; Materials science; Optics; Photoacoustic imaging in biomedicine; Preclinical imaging; Microscopy; Laser; In vivo; Biomedical engineering; Physics; Medicine","authors":[{"name":"Zohreh Hosseinaee","is_ca":true},{"name":"Nima Abbasi","is_ca":true},{"name":"Layla Khalil","is_ca":true},{"name":"Kevan Bell","is_ca":true},{"name":"Parsin Haji Reza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007651744291433157,"gpt":0.2339214340002743,"spread":0.2262696897088412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007003176,0.000711703,0.0008699152,0.0003332833,0.0005192129,0.0007144915,0.0001273943,0.0001377004,0.00003402978],"category_scores_gemma":[0.0006654385,0.0008411609,0.0001956045,0.0006842038,0.0005255308,0.0003304655,0.0001133293,0.000756117,0.000003520095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712734,"about_ca_system_score_gemma":0.0002156122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007169403,"about_ca_topic_score_gemma":0.0001599948,"domain_scores_codex":[0.9962799,0.0001249041,0.0007546017,0.00114512,0.0003528911,0.001342583],"domain_scores_gemma":[0.9968703,0.001792186,0.0001143899,0.000606693,0.0002385747,0.0003778294],"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":[0.00004971409,0.00003039772,0.001974954,0.0004463191,0.0001047697,0.0004350722,0.001949313,0.002484541,0.9716619,0.00001196607,0.0007438576,0.02010719],"study_design_scores_gemma":[0.002010138,0.00001499423,0.0006140455,0.0009867869,0.0002800963,0.004274194,0.00395901,0.761766,0.2219342,0.0007967933,0.002130327,0.0012335],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7299136,0.00491357,0.2609586,0.0003631035,0.00115893,0.0005894568,0.0001513553,0.0004213796,0.001529963],"genre_scores_gemma":[0.9425116,0.0004223139,0.05592601,0.0005376233,0.0001898215,0.000003497622,0.00005128896,0.0001541414,0.0002037355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7592814,"threshold_uncertainty_score":0.9994039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}