{"id":"W2999319217","doi":"10.1364/ol.382415","title":"Reflective objective-based ultraviolet photoacoustic remote sensing virtual histopathology","year":2019,"lang":"en","type":"article","venue":"Optics Letters","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":47,"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; Materials science; Numerical aperture; Microscopy; Resolution (logic); Photoacoustic imaging in biomedicine; Optical sectioning; Biomedical engineering; Optoelectronics; Computer science; Medicine; 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":[0.0001691706,0.0002819021,0.0003017104,0.0001647321,0.00007518919,0.00003846018,0.0001495322,0.0001081961,0.0000378935],"category_scores_gemma":[0.00006376283,0.000314334,0.00009289329,0.0001974772,0.00009818182,0.00008576988,0.00001706997,0.0004690006,0.0001400881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029277,"about_ca_system_score_gemma":0.00004623236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002694735,"about_ca_topic_score_gemma":0.000002591031,"domain_scores_codex":[0.998623,0.00004638133,0.0002389332,0.0003457164,0.0002010043,0.0005449742],"domain_scores_gemma":[0.9992067,0.0002368032,0.00004993716,0.0003690151,0.00004772471,0.00008988671],"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":[0.00002767227,0.000007531477,0.00005027065,0.00003859083,0.00002324591,0.0000954665,0.0003315474,0.1816809,0.8151228,0.00002193621,0.0003290566,0.002271026],"study_design_scores_gemma":[0.0008478609,0.00009180626,0.0006025492,0.0001029578,0.00007475259,0.0001144502,0.0002207549,0.9690809,0.02794939,0.00006456835,0.0003221959,0.0005278057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5509258,0.00002793503,0.4427093,0.000132331,0.001057952,0.0002031489,0.00001483286,0.0003065123,0.004622187],"genre_scores_gemma":[0.9673036,0.000006882751,0.03026964,0.002098148,0.0001149856,0.000001225232,0.00001663855,0.00008437061,0.0001044584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7874,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005043758724449485,"score_gpt":0.201100962492481,"score_spread":0.1960572037680315,"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."}}