{"id":"W4313545361","doi":"10.1097/mcg.0000000000001719","title":"Helicobacter pylori World Gastroenterology Organization Global Guideline","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Guideline; Helicobacter pylori; Intensive care medicine; Disease; Antibiotic resistance; Socioeconomic status; Environmental health; Population; Internal medicine; Antibiotics; Pathology","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003150168,0.0004816411,0.002205482,0.0005327485,0.0002479144,0.0000230876,0.0006957903,0.0002133146,0.001645021],"category_scores_gemma":[0.001573082,0.0004291546,0.0007541138,0.0007891817,0.0005155582,0.0002015925,0.000848879,0.002427469,0.00005656462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181699,"about_ca_system_score_gemma":0.000286925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001150434,"about_ca_topic_score_gemma":0.0001013493,"domain_scores_codex":[0.9908721,0.001605955,0.004981813,0.0006359902,0.0008098846,0.001094252],"domain_scores_gemma":[0.9943018,0.0002226929,0.00260055,0.0006094741,0.001591141,0.0006743487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01281484,0.001416658,0.9305686,0.00001412324,0.001575093,0.0008527035,0.00005026109,0.0001990085,0.0001534075,0.0000331709,0.05104296,0.001279173],"study_design_scores_gemma":[0.01414412,0.02155033,0.895142,0.0000338698,0.0008866558,0.01191106,0.0001594441,0.00007206818,0.00001357636,0.00009819127,0.05585011,0.0001386096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507136,0.0001087895,0.004166388,0.0392146,0.005097944,0.000330744,0.00006403359,0.00007596335,0.000227961],"genre_scores_gemma":[0.9539163,0.0001253417,0.004942137,0.03852883,0.001992154,0.00001561866,0.00008638635,0.00007003953,0.0003232149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03542664,"threshold_uncertainty_score":0.999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03455792591328117,"score_gpt":0.3514272671205014,"score_spread":0.3168693412072202,"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."}}