{"id":"W3127624938","doi":"10.1002/jgh3.12496","title":"Idiopathic multitudinous fundic gland polyposis: A new disease and a management dilemma","year":2021,"lang":"en","type":"article","venue":"JGH Open","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association for the Study of the Liver","funders":"","keywords":"Medicine; Dysplasia; Polypectomy; Pathological; Disease; Biopsy; Gastric Polyp; Gastroenterology; Internal medicine; Pathology; Colonoscopy; Cancer; Endoscopy; Colorectal 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":[0.0001362923,0.000186864,0.0003905028,0.00006864635,0.0001300174,0.00009497281,0.0001510024,0.00005776124,0.00007879069],"category_scores_gemma":[0.00009179564,0.0001612172,0.00005414298,0.0001764476,0.00006950601,0.0001298702,0.0008368747,0.0001866465,0.00009097985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006045038,"about_ca_system_score_gemma":0.0001049999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002240328,"about_ca_topic_score_gemma":0.0002210494,"domain_scores_codex":[0.9987125,0.00006575653,0.0002483609,0.0004573925,0.0001714576,0.0003444715],"domain_scores_gemma":[0.9990315,0.00001674178,0.0000578911,0.0004008929,0.00006806241,0.0004249093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001285145,0.0004726123,0.9627777,0.0003587744,0.001925527,0.006466968,0.0007986941,0.00000197181,0.0003792175,0.0002950958,0.01260288,0.01263543],"study_design_scores_gemma":[0.006047095,0.0002691457,0.9666244,0.0005255609,0.0008824284,0.0001986087,0.0001664478,0.00002869806,0.00004524112,0.00007493981,0.02499413,0.0001433537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688648,0.0047615,0.00008763286,0.02207604,0.0002773547,0.001105918,0.00001678887,0.00007164609,0.002738314],"genre_scores_gemma":[0.9880829,0.001443063,0.0009451527,0.004021735,0.0001750636,0.0001152238,0.00002623732,0.00002755576,0.00516311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921805,"threshold_uncertainty_score":0.6574248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148631466690416,"score_gpt":0.2924082864420515,"score_spread":0.2609219717751474,"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."}}