{"id":"W2159558006","doi":"10.1111/j.1440-1843.2011.02108.x","title":"Frontiers in bronchoscopic imaging","year":2011,"lang":"en","type":"review","venue":"Respirology","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Canadian Institutes of Health Research; St. Jude Medical; Olympus","keywords":"Autofluorescence; Endomicroscopy; Medicine; Pathology; Optical coherence tomography; Multispectral image; Confocal; Preclinical imaging; Radiology; Optics; In vivo; Fluorescence","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":[0.0000963946,0.0002603479,0.0008934752,0.0004998076,0.00001525897,0.000009730733,0.0003709534,0.0002793372,0.0001095397],"category_scores_gemma":[0.00001529888,0.0002547299,0.0001696248,0.0004746913,0.00008717583,0.00004032359,0.0000398742,0.0005385412,0.0002349389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008184748,"about_ca_system_score_gemma":0.00003615031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000882169,"about_ca_topic_score_gemma":0.000009106868,"domain_scores_codex":[0.9988447,0.00006330138,0.0003991208,0.0002719436,0.00004306871,0.0003778685],"domain_scores_gemma":[0.9993855,0.00006292602,0.0000447999,0.0004256746,0.000008524236,0.00007261514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[4.198973e-7,0.000008316212,0.0001122106,0.00162195,0.00002872504,0.000006474378,0.00001031489,0.000004961764,1.427511e-7,0.0006948805,0.001295766,0.9962158],"study_design_scores_gemma":[0.0000552489,0.000008125128,0.0000561564,0.0005135827,0.0000832969,0.000007407615,0.000001708937,0.0001022581,1.21782e-7,0.0007944886,0.9981786,0.0001989846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003306206,0.9848872,0.001703255,0.000005627053,0.000348702,0.0004036445,0.000008432755,0.0001964231,0.01244345],"genre_scores_gemma":[0.00001724824,0.9975143,0.001898392,0.00001609921,0.00006012091,0.0003849406,0.00001478104,0.00006053266,0.00003360233],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9968829,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630569699533167,"score_gpt":0.2826761086356653,"score_spread":0.2563704116403337,"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."}}