{"id":"W2953719391","doi":"10.1016/j.vgie.2019.04.021","title":"Dysplastic Barrett’s lesion with white opaque substance and xanthoma","year":2019,"lang":"en","type":"article","venue":"VideoGIE","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Queensway-Carleton Hospital","funders":"","keywords":"Medicine; Narrow-band imaging; Pathology; Adenocarcinoma; Gastroenterology; Endoscopy; Radiology; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007878445,0.0001203973,0.0001925216,0.00006067693,0.00004352569,0.0000203332,0.00004434164,0.00003817818,0.0002825829],"category_scores_gemma":[0.00002598042,0.00007816786,0.00002333514,0.000127782,0.00005618757,0.0000893364,0.00002071136,0.000130048,0.0001773912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000851709,"about_ca_system_score_gemma":0.0001142932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002842338,"about_ca_topic_score_gemma":0.00006896127,"domain_scores_codex":[0.9990718,0.00002077552,0.00009204231,0.000268366,0.0002790618,0.0002679036],"domain_scores_gemma":[0.9993976,0.00007341871,0.00002556504,0.0002457545,0.00005403068,0.0002036378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001121706,0.00007025264,0.9911317,0.0002387326,0.00005481259,0.0009503114,0.00009865714,0.000008945635,0.0009030359,0.0002395232,0.0005841745,0.004598116],"study_design_scores_gemma":[0.004042894,0.002855116,0.984093,0.0004187293,0.00006394259,0.0002108215,0.00008258229,0.0001300278,0.006962135,0.0001144985,0.0008810554,0.0001451941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861783,0.008209874,0.0001546783,0.001194429,0.00006486247,0.0005058128,0.00001064458,0.00005827834,0.003623071],"genre_scores_gemma":[0.9959574,0.0002724675,0.0005689301,0.0001505998,0.00004996845,0.00002531225,0.00001156234,0.00001929449,0.002944506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00977901,"threshold_uncertainty_score":0.3187593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409694677424514,"score_gpt":0.293161205735288,"score_spread":0.2690642589610429,"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."}}