{"id":"W2797561504","doi":"10.1038/s41598-018-20668-8","title":"Clinical Translation of Tethered Confocal Microscopy Capsule for Unsedated Diagnosis of Eosinophilic Esophagitis","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Eosinophilic esophagitis; Medicine; Endomicroscopy; Esophagogastroduodenoscopy; Lamina propria; Pathology; Radiology; Confocal; Endoscopy; Epithelium; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001220992,0.0003364541,0.0002973197,0.0002462869,0.0001815283,0.0004857358,0.0003840368,0.0006039031,0.001917202],"category_scores_gemma":[0.00212853,0.0001501005,0.0001895636,0.00009805441,0.0005577155,0.0005605157,0.0004127824,0.0004865428,0.0005369572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388244,"about_ca_system_score_gemma":0.0003684974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002639455,"about_ca_topic_score_gemma":0.0004074911,"domain_scores_codex":[0.9996499,0.0001629269,0.00002128422,0.0000668208,0.0000636742,0.00003545534],"domain_scores_gemma":[0.9990984,0.0002878552,0.0001334639,0.0002082578,0.000156273,0.0001157454],"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":[0.004610996,0.0009377566,0.03776121,0.0004300657,0.00006624236,0.01533226,0.0004699037,0.0005482472,0.748902,0.0006010936,0.001262936,0.1890774],"study_design_scores_gemma":[0.001082289,0.04940749,0.2720619,0.0004043475,0.0003901963,0.1209957,0.001638323,0.02015475,0.5030696,0.001283092,0.02931664,0.0001955832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949019,0.005124481,0.03961667,0.0008656986,0.0001975478,0.0004158778,0.0001153498,0.0003325651,0.004312966],"genre_scores_gemma":[0.9749948,0.001384408,0.02223404,0.0003801093,0.0001107743,0.00009457743,0.0001117271,0.00003015626,0.0006593961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001917202,"threshold_uncertainty_score":0.006457269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0472915455644805,"score_gpt":0.3712208381117619,"score_spread":0.3239292925472814,"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."}}