{"id":"W2606329101","doi":"10.1016/j.pathol.2017.01.007","title":"Gastric foveolar dysplasia: a survey of reporting habits and diagnostic criteria","year":2017,"lang":"en","type":"article","venue":"Pathology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Western University; London Health Sciences Centre; University of Toronto; University Health Network","funders":"","keywords":"Foveolar cell; Dysplasia; Medicine; Gastroenterology; Internal medicine; Gastric mucosa; Stomach","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001178947,0.0001563312,0.0006470977,0.0001103243,0.0001752406,0.00001205573,0.0001087625,0.0001557418,0.00002439634],"category_scores_gemma":[0.04772441,0.0001391416,0.00004100539,0.00005801998,0.0003785757,0.00006862833,0.0002488883,0.0002587364,0.00001550555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001642754,"about_ca_system_score_gemma":0.0000354739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002018633,"about_ca_topic_score_gemma":0.0002234977,"domain_scores_codex":[0.9982919,0.0001838108,0.000747902,0.0003414283,0.00009360025,0.0003414298],"domain_scores_gemma":[0.9974716,0.000508421,0.001078973,0.0005747968,0.0002673573,0.00009887715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001082393,0.00006372669,0.9872482,0.00006638766,0.00009458244,0.001379514,0.0002120852,7.023583e-8,0.009220507,0.000005761481,0.0002950906,0.001305768],"study_design_scores_gemma":[0.001026998,0.0006397471,0.994696,0.00009815182,0.0001339858,0.002760982,0.00001977131,0.00001471725,0.0004769618,0.00002204984,0.00004641556,0.00006418664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972255,0.0004658607,0.0001394178,0.001096946,0.0003526983,0.0002130648,0.00003509758,0.00002858285,0.0004427961],"genre_scores_gemma":[0.9985201,0.0002379515,0.0008887912,0.0001844867,0.00005666919,0.00002093705,0.00002384201,0.00001873884,0.00004850925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04654546,"threshold_uncertainty_score":0.960297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04905474398281379,"score_gpt":0.3300520960029257,"score_spread":0.2809973520201119,"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."}}