{"id":"W4403058025","doi":"10.1055/s-0044-1789656","title":"Mensch-Maschine-Interaktion: Einfluss künstlicher Intelligenz auf das diagnostische Vertrauen von Endoskopikern bei der Beurteilung des Barrett-Ösophagus","year":2024,"lang":"de","type":"article","venue":"Zeitschrift für Gastroenterologie","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Gynecology","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":[0.006333217,0.0003748512,0.0005282888,0.0007655935,0.001304964,0.004467171,0.000545267,0.001093327,0.005728218],"category_scores_gemma":[0.04367049,0.0003548089,0.0006311451,0.0005704916,0.001831396,0.001754449,0.003408743,0.0011749,0.0005792771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000734513,"about_ca_system_score_gemma":0.001514829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003703055,"about_ca_topic_score_gemma":0.004001548,"domain_scores_codex":[0.9937356,0.004022498,0.0003274994,0.0004262644,0.001035252,0.0004528923],"domain_scores_gemma":[0.9725309,0.02111943,0.003251939,0.0007864029,0.001212305,0.001098929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003734305,0.0006046914,0.830342,0.0004127493,0.0007579454,0.001615018,0.04875492,0.0007043966,0.002151133,0.00309858,0.001160103,0.1066642],"study_design_scores_gemma":[0.00007068321,0.0009867575,0.9543869,0.0003040626,0.0003911098,0.001083381,0.03114136,0.0008310694,0.0006579418,0.0053094,0.004749342,0.00008796945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873351,0.002794341,0.00046771,0.002029541,0.00008120541,0.00002115862,0.00007686952,0.000009438909,0.00718457],"genre_scores_gemma":[0.9984724,0.0005274704,0.0002862894,0.0001451366,0.00002227786,0.00001003227,0.00002714687,0.000006877543,0.0005024408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006333217,"threshold_uncertainty_score":0.03349364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046351124575902,"score_gpt":0.360015209074059,"score_spread":0.3295516978283,"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."}}