{"id":"W2298791748","doi":"10.1117/12.2218467","title":"Development and clinical translation of OTIS: a wide-field OCT imaging device for ex-vivo tissue characterization","year":2016,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Ex vivo; Characterization (materials science); Translation (biology); Optical imaging; Computer science; Biomedical engineering; Materials science; In vivo; Optics; Engineering; Nanotechnology; Chemistry; Biology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005590284,0.0002528034,0.0003722646,0.0001067947,0.00005370566,0.00004994425,0.0004348165,0.000165752,0.000009688701],"category_scores_gemma":[0.0004730504,0.0002032577,0.0002969354,0.0002560959,0.0001592176,0.00052391,0.00005269327,0.0001488535,7.818159e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006545963,"about_ca_system_score_gemma":0.0000249762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001921569,"about_ca_topic_score_gemma":3.547887e-7,"domain_scores_codex":[0.9981022,2.339139e-8,0.0009350608,0.00031266,0.0003564814,0.0002935226],"domain_scores_gemma":[0.998132,0.0005290085,0.0002580261,0.0000571954,0.0009115727,0.0001122291],"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":[0.00006155574,0.00007554924,0.001964816,0.0006523706,0.0002984564,2.141177e-8,0.0001856941,0.00001117765,0.8910657,0.08637564,0.0002820682,0.01902699],"study_design_scores_gemma":[0.001873307,0.0003258276,0.008672195,0.001064017,0.0003086991,0.000006917206,0.0004856043,0.03195173,0.9379243,0.001255879,0.01548597,0.0006455298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903491,0.00008079704,0.006368315,0.001579597,0.0001391836,0.0007998678,0.00006707713,0.0001127652,0.0005033014],"genre_scores_gemma":[0.7180145,0.0001589433,0.2811986,0.00005295527,0.0001817639,0.0002806004,0.000009956725,0.00006434665,0.00003832983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2748302,"threshold_uncertainty_score":0.8288608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709077958537988,"score_gpt":0.2582508687261696,"score_spread":0.2411600891407898,"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."}}