{"id":"W2015994727","doi":"10.1159/000330823","title":"The Evaluation of Oesophageal Function in Patients with Different Types of Oesophageal Metaplasia","year":2011,"lang":"en","type":"article","venue":"Digestion","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysplasia; Gastroenterology; Internal medicine; Intestinal metaplasia; Medicine; Reflux; Metaplasia; Esophagus; Esophageal disease; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003709795,0.00009536464,0.000178035,0.00009933511,0.00003715265,0.000003741574,0.00004521423,0.00004109367,0.00007906193],"category_scores_gemma":[0.00007896742,0.00005229535,0.00004064299,0.0001594585,0.00007085292,0.00007361365,0.00001345919,0.00009184645,0.000004249739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135059,"about_ca_system_score_gemma":0.00009084732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001309029,"about_ca_topic_score_gemma":0.0001049088,"domain_scores_codex":[0.9986585,0.0001212889,0.0002203461,0.0001387246,0.0007173127,0.0001437715],"domain_scores_gemma":[0.9992303,0.00004527454,0.000120534,0.0001924446,0.0003575499,0.00005391092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002942911,0.000636773,0.9589779,0.00003863285,0.0001179696,0.000002694142,0.000237532,0.00002130585,0.00002649593,0.0004743193,0.000009460478,0.03651397],"study_design_scores_gemma":[0.003489853,0.002437657,0.9875491,0.00005755392,0.0002379647,6.024961e-7,0.00002977325,0.0001461789,0.005607933,0.0004090731,0.000001742284,0.00003258108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971299,0.001276995,0.00003890597,0.00002494537,0.00006659657,0.0007183718,0.000007166273,0.000009193631,0.0007278966],"genre_scores_gemma":[0.9997358,0.00002739251,0.00003526724,0.000005136647,0.00001748853,0.00006355307,0.00006586711,0.000009575465,0.00003993285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03648138,"threshold_uncertainty_score":0.2132543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910346478518508,"score_gpt":0.2935019931505068,"score_spread":0.2543985283653217,"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."}}