{"id":"W4367301223","doi":"10.14740/gr1596","title":"Quality of Capsule Endoscopy Reporting in Patients Referred for Double Balloon Enteroscopy","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capsule endoscopy; Medicine; Enteroscopy; Balloon; Capsule; Double-balloon enteroscopy; Radiology; Endoscopy; General surgery; Surgery; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01395517,0.0001842028,0.0004414669,0.003239824,0.0004784015,0.001720386,0.0009707382,0.000628811,0.001064692],"category_scores_gemma":[0.1148148,0.0003090129,0.0004797161,0.0048398,0.0008295161,0.001233453,0.001551158,0.0006570002,0.0001791562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349781,"about_ca_system_score_gemma":0.001388745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005018421,"about_ca_topic_score_gemma":0.004248416,"domain_scores_codex":[0.9781656,0.00737441,0.006588992,0.001651626,0.005251687,0.0009677412],"domain_scores_gemma":[0.7685674,0.06118372,0.1410312,0.006842745,0.01881604,0.003558871],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003787006,0.00001071987,0.9966629,0.00005201772,0.00001987782,0.00007497398,0.0003987923,0.00002401801,0.00005464011,0.00001421691,0.0001683077,0.002481502],"study_design_scores_gemma":[0.000005202106,0.0001294479,0.9955704,0.0001430859,0.0000314889,0.00117177,0.001640416,0.0003413418,0.0002158904,0.0000322929,0.0007066611,0.00001206829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947369,0.00211407,0.0005293585,0.0006508296,0.00003840439,0.00005814988,0.0008065082,0.00002352248,0.001042386],"genre_scores_gemma":[0.9984121,0.0003735697,0.0006248761,0.00009613646,0.00002678815,0.0000213728,0.0004002621,0.000005797582,0.00003908473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9860448,"threshold_uncertainty_score":0.07380283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.260559465156021,"score_gpt":0.4814547876046033,"score_spread":0.2208953224485823,"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."}}