{"id":"W4403727241","doi":"10.14309/01.ajg.0001034476.12410.15","title":"S1277 No Differences in Dysplasia Detection Between Dye and Virtual Chromoendoscopy Techniques: Results From a Meta-Analysis of Randomized Clinical Trials","year":2024,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chromoendoscopy; Meta-analysis; Randomized controlled trial; Dysplasia; Internal medicine; Colonoscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03648502,0.003159048,0.01639647,0.004935352,0.0006073247,0.004479183,0.002312995,0.002868561,0.01012593],"category_scores_gemma":[0.07761042,0.001467552,0.0491112,0.005265723,0.00127234,0.002754874,0.001300458,0.002244025,0.0007480889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002427954,"about_ca_system_score_gemma":0.002992933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002840463,"about_ca_topic_score_gemma":0.004488098,"domain_scores_codex":[0.9701663,0.01763628,0.006963683,0.002429843,0.002302265,0.0005015965],"domain_scores_gemma":[0.9191334,0.0676519,0.008931957,0.001599999,0.002251513,0.0004311621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.007003315,0.00003588379,0.004164405,0.2698114,0.7050797,0.0001266255,0.00007214834,0.0005795942,0.0002285371,0.0002726938,0.0008600456,0.01176574],"study_design_scores_gemma":[0.002473435,0.0003930091,0.003620016,0.02020911,0.9700105,0.00008373399,0.00003497956,0.0002528014,0.0001674329,0.0006275469,0.002101872,0.00002563596],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01002843,0.983349,0.001563411,0.0009517636,0.0006675888,0.0006755207,0.001772062,0.00006322975,0.0009289242],"genre_scores_gemma":[0.4107767,0.5704976,0.006074235,0.004131502,0.001636265,0.002839716,0.002864208,0.0001496206,0.001030149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03648502,"threshold_uncertainty_score":0.1929536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09279036985135952,"score_gpt":0.4070514355142649,"score_spread":0.3142610656629054,"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."}}