{"id":"W4230922976","doi":"10.32920/ryerson.14652618","title":"A Novel Hybrid Photoacoustic-Fluorescent contrast Agent to Track Aqueous Humour Pathways in Vivo","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fluorescence; Contrast (vision); In vivo; Photoacoustic imaging in biomedicine; Laser; Biophysics; Chemistry; Materials science; Biomedical engineering; Optics; Medicine; 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":[0.0003838307,0.0003799474,0.0002833726,0.0003652344,0.0001783269,0.0004926644,0.0004294164,0.0008645428,0.0007754283],"category_scores_gemma":[0.0002696092,0.0002108748,0.0002219717,0.0002617767,0.0002178296,0.0005235962,0.0003201792,0.000457811,0.0004634294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681765,"about_ca_system_score_gemma":0.0003184067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069612,"about_ca_topic_score_gemma":0.001385252,"domain_scores_codex":[0.9998618,0.00001964928,0.000004913973,0.00004092411,0.00004562803,0.0000270065],"domain_scores_gemma":[0.9998621,0.00003635273,0.00002353304,0.00001275397,0.00003469153,0.00003058686],"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":[0.00003181318,0.00002281796,0.00004370509,0.00004273601,0.000003684094,0.00003354507,0.000009548861,0.0001525602,0.9954757,0.0001715105,0.00006518322,0.003947162],"study_design_scores_gemma":[0.00001850511,0.0002379411,0.0005680307,0.000006905162,0.00001625511,0.0003620184,0.000005192187,0.003572496,0.9899216,0.00005836739,0.005220227,0.00001241892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.749238,0.0142578,0.2280156,0.0006479436,0.000159369,0.0004271977,0.0003384686,0.00112325,0.005792486],"genre_scores_gemma":[0.8499434,0.002786632,0.1363072,0.0003876724,0.00004674962,0.0002721113,0.0003927239,0.0001183596,0.009745145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001069612,"threshold_uncertainty_score":0.003396869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652824839101811,"score_gpt":0.2178011176449585,"score_spread":0.2012728692539404,"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."}}