{"id":"W2154653326","doi":"10.1136/jcp.2005.031260","title":"An approach to duodenal biopsies","year":2006,"lang":"en","type":"review","venue":"Journal of Clinical Pathology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Biopsy; Endoscopy; Medicine; Digestive tract; Duodenum; Pathology; Duodenal ulcer; Radiology; Gastroenterology; 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":[0.0009718076,0.001537597,0.001262229,0.005312508,0.0006663244,0.001435818,0.001393678,0.002391921,0.005240176],"category_scores_gemma":[0.001798663,0.0005472868,0.0008342107,0.002582981,0.001486388,0.002542278,0.001589207,0.004496514,0.007421597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007438277,"about_ca_system_score_gemma":0.0009907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007579409,"about_ca_topic_score_gemma":0.001676554,"domain_scores_codex":[0.9992743,0.0001675708,0.0000942745,0.0001470057,0.0002784973,0.00003835363],"domain_scores_gemma":[0.999387,0.0002035555,0.000058549,0.00005685251,0.0002259125,0.00006815726],"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":[0.00007957339,0.00008634159,0.0004991531,0.01043826,0.00007535367,0.004820921,0.0002076238,0.0003517617,0.008401636,0.008637788,0.06335353,0.903048],"study_design_scores_gemma":[0.00001880613,0.00008824824,0.001319818,0.00296856,0.0000457133,0.04370806,0.0001616667,0.0001062482,0.001389597,0.006528512,0.9436305,0.00003425578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004059089,0.9776383,0.007366521,0.002313652,0.003201594,0.00004657212,0.00004437776,0.00009466561,0.008888233],"genre_scores_gemma":[0.002930853,0.9729571,0.01170307,0.003578239,0.003202439,0.00005664042,0.0001377341,0.00001925989,0.00541464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005312508,"threshold_uncertainty_score":0.01753014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.263213066331403,"score_gpt":0.5691081144440951,"score_spread":0.3058950481126921,"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."}}