{"id":"W4200327683","doi":"10.14740/gr1443","title":"Not All Autoimmune Gastritis Are Created the Same","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Autoimmune Gastritis; Gastritis; Gastroenterology; Stomach","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001446373,0.0001591183,0.0003492987,0.0002387284,0.0002555639,0.00008411233,0.0003342352,0.00008241693,0.001616119],"category_scores_gemma":[0.0007488556,0.0001173625,0.0001802019,0.0004252708,0.0005582701,0.00005513846,0.0007666418,0.001019142,0.0004625322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490723,"about_ca_system_score_gemma":0.0002310924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001341849,"about_ca_topic_score_gemma":0.0002229374,"domain_scores_codex":[0.9958476,0.000898021,0.0002819965,0.0005106441,0.001047255,0.001414525],"domain_scores_gemma":[0.997713,0.0001893915,0.00004152533,0.0009276847,0.0007011324,0.0004272542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005878153,0.002051473,0.6151679,0.0004167508,0.001466692,0.01393213,0.0002488655,0.000009430481,0.03682696,0.0006545284,0.3152258,0.008121366],"study_design_scores_gemma":[0.003264505,0.0009645576,0.9358,0.000107769,0.00007019709,0.0006227096,0.0007663169,0.0001201588,0.0009930131,0.0001157743,0.05710944,0.00006552092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888394,0.001218632,0.00008175813,0.1054836,0.0001208888,0.000769626,0.00004846251,0.00008425471,0.003353398],"genre_scores_gemma":[0.982331,0.001196956,0.0001360097,0.004814916,0.0001946287,0.0002154234,0.0001618601,0.00003266706,0.01091654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3206322,"threshold_uncertainty_score":0.9992965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08204436481651232,"score_gpt":0.3813820193096076,"score_spread":0.2993376544930953,"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."}}