{"id":"W2107279878","doi":"10.1136/jcp.2004.021865","title":"Gastric ciliated metaplasia. A study of 3406 gastrectomy specimens from dwellers of the Atlantic and the Pacific basins","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Pathology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science; Svenska Läkaresällskapet; Karolinska Institutet","keywords":"Intestinal metaplasia; Gastrectomy; Metaplasia; Stomach; Gastric mucosa; Gastroenterology; Adenocarcinoma; Biology; Pathology; Internal medicine; Medicine; Cancer","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":[0.002704964,0.0001351211,0.001218401,0.000130224,0.00004420664,0.000006819333,0.0002836332,0.00009382992,0.0001348311],"category_scores_gemma":[0.006696947,0.00006211724,0.000346814,0.0003036621,0.0009929313,0.0000568468,0.0001221673,0.0008284803,0.00000452048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002326946,"about_ca_system_score_gemma":0.0001829119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003260879,"about_ca_topic_score_gemma":0.0001424808,"domain_scores_codex":[0.9958148,0.001345114,0.001834614,0.0001918348,0.0005895076,0.0002241255],"domain_scores_gemma":[0.9932655,0.004602567,0.001232082,0.0004069101,0.0003401982,0.0001527587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.011591,0.002745891,0.9644768,0.00003694889,0.0007472293,0.0002824212,0.001230501,0.00008385442,0.008583587,0.00002486683,0.0009368217,0.009260033],"study_design_scores_gemma":[0.01980496,0.003643575,0.9708482,0.0001289779,0.0006028473,0.0005615425,0.00240769,0.0001735987,0.0003413441,0.0002599368,0.001173886,0.00005345041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947305,0.0006548234,0.00006103735,0.003621387,0.0002457568,0.000434261,0.00001472793,0.000003417861,0.0002340336],"genre_scores_gemma":[0.9968715,0.0004674581,0.002195385,0.00008533576,0.0002954456,0.000002152141,9.362507e-7,0.00001116769,0.00007063745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009206583,"threshold_uncertainty_score":0.8017355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04324318863446525,"score_gpt":0.3767682639436729,"score_spread":0.3335250753092077,"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."}}