{"id":"W2998637131","doi":"10.1136/bmj.l6722","title":"Gastrointestinal bleeding prophylaxis for critically ill patients: a clinical practice guideline","year":2020,"lang":"en","type":"letter","venue":"BMJ","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Guideline; Intensive care medicine; Sucralfate; Gastrointestinal bleeding; Stress ulcer; MEDLINE; 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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009321176,0.0004081393,0.0008792509,0.0001419768,0.0001275719,0.0000694768,0.000222532,0.0004594057,0.0001966613],"category_scores_gemma":[0.1961009,0.0003704255,0.000540719,0.0002232715,0.0002207999,0.0001383203,0.0001609758,0.003376711,0.0002750801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249292,"about_ca_system_score_gemma":0.0005272846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002160222,"about_ca_topic_score_gemma":7.488355e-7,"domain_scores_codex":[0.9957718,0.00021378,0.001992508,0.0007810514,0.000685939,0.000554952],"domain_scores_gemma":[0.98602,0.002956855,0.0005709729,0.000590133,0.009622472,0.0002395947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004679536,0.0003251023,0.0008822448,0.0004634151,0.0001486302,0.001057141,0.000009476256,3.515437e-7,0.0000355243,0.00002787673,0.9935077,0.003074565],"study_design_scores_gemma":[0.002026898,0.005685917,0.00006419727,0.0005362251,0.0006939258,0.001201094,0.00002996863,0.00007411626,0.00001750622,0.000150945,0.9891874,0.0003318236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00003640587,0.00002608268,0.01861451,0.9662544,0.00201438,0.003529276,0.0001376497,0.0002363921,0.009150905],"genre_scores_gemma":[0.00001818013,0.000006271096,0.3389357,0.6333091,0.02634417,0.0002824009,0.0005013867,0.00009630635,0.0005064026],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3329453,"threshold_uncertainty_score":0.9998748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06555493747464693,"score_gpt":0.420388224449482,"score_spread":0.3548332869748351,"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."}}