{"id":"W4242911690","doi":"10.1097/00001574-200211000-00005","title":"Peptic ulcer disease","year":2002,"lang":"en","type":"article","venue":"Current Opinion in Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Disease; Helicobacter pylori; Omeprazole; Esomeprazole; Peptic ulcer; Nonsteroidal; Intensive care medicine; Natural history; Vulnerability (computing); Internal medicine; Intervention (counseling); Gastroenterology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001401473,0.0003142601,0.0005131899,0.0004009187,0.00006140216,0.00001087589,0.0001700648,0.00009667045,0.0006079371],"category_scores_gemma":[0.000151586,0.0002951007,0.0001499379,0.000216481,0.0002883249,0.0001044232,0.0001548335,0.0006569802,0.0005063289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388984,"about_ca_system_score_gemma":0.00001565358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002977833,"about_ca_topic_score_gemma":0.000003957555,"domain_scores_codex":[0.9975933,0.0001771608,0.0005789783,0.0005753234,0.0002232066,0.0008520163],"domain_scores_gemma":[0.9989071,0.00003793831,0.0001187182,0.0004578026,0.00009802078,0.0003804258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006848209,0.000784622,0.974034,0.0001540743,0.00008108466,0.00002665038,0.0002097088,0.00001285183,0.00002520042,0.00003880153,0.02202985,0.001918352],"study_design_scores_gemma":[0.004880379,0.001007019,0.9681463,0.0003244383,0.00006784763,0.0001360375,0.00003517524,0.001073688,0.000001537836,0.00003878048,0.02417121,0.0001176221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977155,0.002664423,0.0003405859,0.01226664,0.006587344,0.0005829376,0.00002547107,0.0001479417,0.0002297014],"genre_scores_gemma":[0.9960914,0.001831415,0.0001326961,0.0009405576,0.000607544,0.0001475,0.00007443049,0.00003760859,0.0001368513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01893644,"threshold_uncertainty_score":0.9999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05627996522108628,"score_gpt":0.3167700335291174,"score_spread":0.2604900683080311,"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."}}