{"id":"W2089589174","doi":"10.1007/s11894-013-0330-8","title":"Endoscopic Mucosal Imaging of Gastrointestinal Neoplasia in 2013","year":2013,"lang":"en","type":"review","venue":"Current Gastroenterology Reports","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Ontario Institute for Cancer Research; St. Michael's Hospital","funders":"","keywords":"Chromoendoscopy; Medicine; Endomicroscopy; Endoscope; Autofluorescence; Endoscopy; Barrett's esophagus; Optical coherence tomography; Radiology; Esophagus; Lesion; Pathology; Adenocarcinoma; Colonoscopy; Colorectal cancer; Cancer; Surgery; Confocal; 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":[0.0007014815,0.0006822278,0.001272298,0.003584742,0.000188251,0.0009872383,0.0006182899,0.0008746206,0.001988503],"category_scores_gemma":[0.001462898,0.0003646389,0.000609722,0.002836651,0.0004582825,0.001675258,0.0008675234,0.001163339,0.001034542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000580972,"about_ca_system_score_gemma":0.001172168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887241,"about_ca_topic_score_gemma":0.004464381,"domain_scores_codex":[0.9996903,0.00004817158,0.0000905614,0.00005023422,0.00009622639,0.0000245757],"domain_scores_gemma":[0.999343,0.0002473713,0.0001662633,0.00001703533,0.0001736699,0.00005256648],"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":[0.0001096627,0.00003256844,0.001048012,0.02129208,0.0001429172,0.0007271494,0.00007456356,0.0001562759,0.001268974,0.0006228577,0.02571389,0.948811],"study_design_scores_gemma":[0.00005410996,0.0001599072,0.008175871,0.02168811,0.0008908645,0.01258478,0.000240795,0.0001847803,0.0009775969,0.0008039752,0.9541786,0.00006057451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001674503,0.9989308,0.00006693231,0.0001974946,0.0001470359,0.000003152465,0.00001537187,0.000004393358,0.0004675515],"genre_scores_gemma":[0.001233659,0.9974945,0.0001984375,0.0003618805,0.000271935,0.000003202131,0.00004656064,0.000001561824,0.0003883224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003584742,"threshold_uncertainty_score":0.006652176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04563800266359134,"score_gpt":0.374492032161988,"score_spread":0.3288540294983966,"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."}}