{"id":"W2467222343","doi":"","title":"[Evaluation of endoscopic diagnosis of Barrett's esophagus based on analysis of 346 reports].","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"","field":"","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Hiatal hernia; Barrett's esophagus; Esophagus; Esophagitis; Endoscopy; Biopsy; General surgery; Inguinal hernia; Internal medicine; Radiology; Hernia; Surgery; Disease; Cancer; Reflux; Adenocarcinoma","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":[0.003574233,0.0006925717,0.0003780963,0.007208791,0.0002838438,0.0006259871,0.0006046627,0.0003492055,0.00293382],"category_scores_gemma":[0.01596151,0.0002569949,0.0007579695,0.003408607,0.0002878156,0.0008312323,0.000884662,0.0002746926,0.0008232332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128666,"about_ca_system_score_gemma":0.0002841924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079293,"about_ca_topic_score_gemma":0.001392116,"domain_scores_codex":[0.9978284,0.000580996,0.0006580086,0.0001320907,0.0007164716,0.00008394883],"domain_scores_gemma":[0.9840302,0.00303511,0.008980474,0.0005432089,0.002647398,0.0007636246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004931211,0.00004816998,0.9493238,0.0006160089,0.0002591632,0.0004006969,0.0001631495,0.00009757683,0.0007951023,0.00003158037,0.0029798,0.04479173],"study_design_scores_gemma":[0.00005275333,0.0004021954,0.9896376,0.000194738,0.0002061113,0.003772629,0.0002808331,0.0003610331,0.0003745066,0.00003887944,0.004662463,0.00001622781],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9619339,0.01439364,0.002242026,0.0005584013,0.0003226812,0.0007989772,0.01297334,0.0002766764,0.00650024],"genre_scores_gemma":[0.9712243,0.004486473,0.008556404,0.0001390514,0.0002557103,0.0005393853,0.01328538,0.00002553027,0.001487668],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007208791,"threshold_uncertainty_score":0.0189026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04401821821256529,"score_gpt":0.2776857280031507,"score_spread":0.2336675097905854,"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."}}