{"id":"W2553655246","doi":"10.1038/srep37210","title":"Imaging Cytometry of Human Leukocytes with Third Harmonic Generation Microscopy","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Taiwan University; Faculdade de Ciências da Saúde, Universidade de Macau; Universidade de Macau; Ministry of Science and Technology, Taiwan","keywords":"Microscopy; Cytometry; Flow cytometry; Pathology; Biology; Medicine; Molecular biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001071484,0.0004488869,0.000480618,0.001546015,0.000386299,0.0005061812,0.0006052846,0.0006578793,0.001068336],"category_scores_gemma":[0.001035568,0.000244159,0.0003637806,0.0009197753,0.0005253211,0.0004550024,0.0005903224,0.0006487803,0.0004392322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005025994,"about_ca_system_score_gemma":0.0004426746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119096,"about_ca_topic_score_gemma":0.001282654,"domain_scores_codex":[0.9991546,0.0001974782,0.00004632429,0.0001604358,0.0003582562,0.00008291358],"domain_scores_gemma":[0.99951,0.0001657506,0.00005971682,0.00007123352,0.0001582899,0.00003508034],"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":[0.00007518361,0.00003035173,0.0007157417,0.00007692039,0.000009168091,0.0000333232,0.00006279077,0.000882454,0.9776363,0.0006838262,0.0002533535,0.01954056],"study_design_scores_gemma":[0.00004570714,0.0002433511,0.006531791,0.00001282516,0.000031238,0.0002747294,0.00005135513,0.04176528,0.9462787,0.00107833,0.003617112,0.00006960957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2130066,0.001072889,0.7812714,0.0003667628,0.0001004548,0.0003217979,0.000337297,0.001054864,0.002467913],"genre_scores_gemma":[0.3925055,0.001067303,0.6033158,0.0002410992,0.00007787035,0.0004851855,0.0002956936,0.00008393273,0.00192775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001546015,"threshold_uncertainty_score":0.005666614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010414668024683,"score_gpt":0.2328655492796901,"score_spread":0.2224508812550071,"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."}}