{"id":"W3151932230","doi":"10.1093/jac/dkab091","title":"Antibiotics and healthcare facility-associated <i>Clostridioides difficile</i> infection: systematic review and meta-analysis 2020 update","year":2021,"lang":"en","type":"review","venue":"Journal of Antimicrobial Chemotherapy","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Clindamycin; Penicillin; Meta-analysis; MEDLINE; Internal medicine; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01529185,0.002627906,0.01586472,0.01013566,0.0004404429,0.003254607,0.002118913,0.002317589,0.005492626],"category_scores_gemma":[0.03592754,0.001599062,0.0278921,0.008964558,0.0005463858,0.002062693,0.001685783,0.001841537,0.000578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003921976,"about_ca_system_score_gemma":0.007796967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142038,"about_ca_topic_score_gemma":0.02838667,"domain_scores_codex":[0.9925823,0.003315814,0.002336353,0.0005094425,0.0009396992,0.000316356],"domain_scores_gemma":[0.9769095,0.01524136,0.004325861,0.0005405623,0.002696588,0.0002862432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009137868,0.00002468526,0.00191911,0.7605923,0.1970271,0.0001270405,0.00007914385,0.0003317706,0.0001998717,0.0002022673,0.002984497,0.03559849],"study_design_scores_gemma":[0.0005250319,0.0002352947,0.005225507,0.223625,0.7586386,0.0002451635,0.00007618415,0.0001796332,0.0001361722,0.0003424915,0.01072751,0.00004345891],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006569047,0.9980773,0.0001565443,0.0002918046,0.0001226703,0.0001098558,0.0004150441,0.0000127167,0.0001572997],"genre_scores_gemma":[0.01581448,0.9810754,0.0009680496,0.0007766138,0.0002057979,0.0004360045,0.0005441384,0.00001460933,0.0001649208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01586472,"threshold_uncertainty_score":0.080872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05540248660454638,"score_gpt":0.3568240063662094,"score_spread":0.301421519761663,"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."}}