{"id":"W2052701219","doi":"10.1016/s0140-6736(02)08747-0","title":"Helicobacter pylori and peptic-ulcer disease","year":2002,"lang":"en","type":"article","venue":"The Lancet","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Helicobacter pylori; Peptic ulcer; Medicine; Helicobacter Infections; Disease; Gastroenterology; Helicobacter; Gastritis; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003221192,0.0004787904,0.001115104,0.002626125,0.000503355,0.001633311,0.000728334,0.003480233,0.009473839],"category_scores_gemma":[0.01123204,0.0004290357,0.0008323452,0.005368676,0.0009238824,0.001328151,0.0008440097,0.00160985,0.0007596529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048177,"about_ca_system_score_gemma":0.001167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009565903,"about_ca_topic_score_gemma":0.0171537,"domain_scores_codex":[0.997484,0.001561875,0.000213758,0.0001501828,0.000384888,0.0002052261],"domain_scores_gemma":[0.9931069,0.003315874,0.001648832,0.0004259189,0.0004435074,0.001059053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02028593,0.0008244556,0.4895472,0.03628685,0.01833179,0.002245668,0.002042843,0.0005246654,0.002333791,0.02111406,0.1339627,0.2725002],"study_design_scores_gemma":[0.003741897,0.001649418,0.8640585,0.009644458,0.006280136,0.001249885,0.002631056,0.000174478,0.000252734,0.01021073,0.100027,0.00007984925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0464106,0.9136629,0.00006270589,0.02424199,0.003428,0.00002426651,0.001155649,0.00001100237,0.01100291],"genre_scores_gemma":[0.448485,0.5222198,0.0003617519,0.01353135,0.01124942,0.00006086264,0.0007983646,0.00001543149,0.003278079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009565903,"threshold_uncertainty_score":0.0316931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03649033464822694,"score_gpt":0.265441852191127,"score_spread":0.2289515175429001,"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."}}