{"id":"W2042957539","doi":"10.1111/j.1442-2050.2007.00660.x","title":"Characterization of tissue autofluorescence in Barrett's esophagus by confocal fluorescence microscopy","year":2007,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Autofluorescence; Pathology; Dysplasia; Ex vivo; Endomicroscopy; Barrett's esophagus; Esophagus; Confocal; Confocal microscopy; Medicine; In vivo; Fluorescence microscope; Biology; Anatomy; Cancer; Adenocarcinoma; Fluorescence; Optics; Cell biology; Internal medicine","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":[0.0004568009,0.000276121,0.000311257,0.0007873733,0.0002667661,0.0002975247,0.0003893705,0.0005084036,0.001206262],"category_scores_gemma":[0.0004601515,0.0002642265,0.00021168,0.0004055326,0.000241067,0.0003416124,0.0002546939,0.0004035044,0.0003557985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457901,"about_ca_system_score_gemma":0.0002150556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002090352,"about_ca_topic_score_gemma":0.002370711,"domain_scores_codex":[0.9998099,0.00003092623,0.00001584142,0.00004785186,0.00005723012,0.0000382889],"domain_scores_gemma":[0.9996718,0.0001016895,0.00003612852,0.00004436261,0.0001167479,0.00002921485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004852425,0.000009476585,0.001051971,0.00006504692,0.000007229944,0.00006662993,0.00004897377,0.0001027538,0.9966308,0.00008831662,0.00002164164,0.001858604],"study_design_scores_gemma":[0.00001160396,0.0002821944,0.07887516,0.00003126216,0.00004413194,0.001612756,0.0001776678,0.00646992,0.9097434,0.0001927687,0.002535602,0.000023497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567977,0.003125722,0.03693968,0.00006298717,0.000009281381,0.00008748657,0.0005786015,0.0001728312,0.002225793],"genre_scores_gemma":[0.9356349,0.003111074,0.05734763,0.0000769679,0.00001113864,0.0002367211,0.001048046,0.00007183605,0.002461759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002090352,"threshold_uncertainty_score":0.004156351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007594764308841256,"score_gpt":0.2976543495929849,"score_spread":0.2900595852841436,"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."}}