{"id":"W2413873009","doi":"10.1016/s1070-3241(01)27035-7","title":"Designing an Intervention to Improve the Management of Helicobacter pylori Infection","year":2001,"lang":"en","type":"article","venue":"The Joint Commission Journal on Quality Improvement","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Intervention (counseling); Helicobacter pylori infection; Family medicine; Quality management; Health care; Infection control; Helicobacter pylori; Nursing; Intensive care medicine; Management system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004140268,0.0002821087,0.000431468,0.0001765798,0.0004691612,0.00006327779,0.0002559048,0.00008019603,0.000130672],"category_scores_gemma":[0.0001050647,0.0001470395,0.0002743463,0.0002847156,0.00009766586,0.0001529744,0.000246409,0.0007899242,0.00003820355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003043372,"about_ca_system_score_gemma":0.0000232659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009894062,"about_ca_topic_score_gemma":0.00001454602,"domain_scores_codex":[0.9967355,0.0006737875,0.001222213,0.0002809154,0.0006659329,0.00042165],"domain_scores_gemma":[0.9978878,0.00007502095,0.0006511363,0.0007426517,0.0003468021,0.0002965722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007017966,0.003303156,0.0215998,0.0003535343,0.003084215,0.00007904632,0.004557636,0.0002155473,0.2972971,0.0007651037,0.002778535,0.6589484],"study_design_scores_gemma":[0.01063122,0.02650024,0.8209174,0.002684958,0.00121779,0.0004464288,0.007241913,0.0002241738,0.08704942,0.0009194119,0.04162689,0.0005401692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618617,0.00004146944,0.01369812,0.02192065,0.000824173,0.001025035,0.00000351621,0.00004792627,0.0005774218],"genre_scores_gemma":[0.9947968,0.0002537288,0.0007438459,0.002808193,0.0002821937,0.00006322263,0.000004837446,0.00002866983,0.001018535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7993175,"threshold_uncertainty_score":0.5996096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06492597085009616,"score_gpt":0.3530239048752096,"score_spread":0.2880979340251135,"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."}}