{"id":"W1965280715","doi":"10.1016/j.gie.2006.02.018","title":"Quality indicators for esophagogastroduodenoscopy","year":2006,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Randomized controlled trial; Observational study; CLARITY; Grading (engineering); Evidence-based medicine; MEDLINE; Alternative medicine; Surgery; Internal medicine; Endoscopy; Pathology","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":[0.005544433,0.00146655,0.005800684,0.008106806,0.0002914626,0.001877081,0.001413486,0.0009180445,0.00308579],"category_scores_gemma":[0.0156203,0.0004832554,0.003035556,0.01363555,0.0006344966,0.00209777,0.001117159,0.002061086,0.000472485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002208866,"about_ca_system_score_gemma":0.003467618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005676697,"about_ca_topic_score_gemma":0.00693736,"domain_scores_codex":[0.9964797,0.000819253,0.001272072,0.0002827021,0.001047314,0.00009891002],"domain_scores_gemma":[0.9858408,0.007438092,0.004558857,0.0001617785,0.001713822,0.0002866617],"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":[0.0002680836,0.00009118208,0.003789296,0.1026671,0.001433408,0.00006551635,0.00005774132,0.0004799909,0.000100515,0.001528699,0.01770697,0.8718116],"study_design_scores_gemma":[0.000959888,0.00124935,0.08046275,0.3555706,0.01498866,0.002129007,0.0005486349,0.002966366,0.001006981,0.006691509,0.5331336,0.0002925481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001954894,0.9987185,0.0002259123,0.0003039899,0.0001946067,0.00001649465,0.0001132378,0.000009300785,0.0002224899],"genre_scores_gemma":[0.003497783,0.9943954,0.001301911,0.0002825349,0.0001817044,0.00003927914,0.0002053731,0.000003352987,0.00009275034],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008106806,"threshold_uncertainty_score":0.02932215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07277850386520554,"score_gpt":0.3989575236124463,"score_spread":0.3261790197472407,"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."}}