{"id":"W2801532073","doi":"10.1017/ice.2018.84","title":"Microbial Preparations (Probiotics) for the Prevention of <i>Clostridium difficile</i> Infection in Adults and Children: An Individual Patient Data Meta-analysis of 6,851 Participants","year":2018,"lang":"en","type":"review","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McGill University; McMaster University Medical Centre; McMaster University; Dalhousie University","funders":"Astellas Pharma; National Institute for Health and Care Research; Danone","keywords":"Clostridium difficile; Meta-analysis; Medicine; Clostridium; C difficile; Clostridium Infections; Microbiology; Internal medicine; Biology; Bacteria; Antibiotics","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"],"consensus_categories":[],"category_scores_codex":[0.002513948,0.0004206784,0.004070838,0.0006167378,0.0001384206,0.00001855921,0.0001774552,0.0005225581,0.00003313926],"category_scores_gemma":[0.002719169,0.000275174,0.001101983,0.0006874934,0.0004530444,0.000138406,0.0002061461,0.0004174286,0.00000118587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005543741,"about_ca_system_score_gemma":0.0002457544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00256519,"about_ca_topic_score_gemma":0.002754083,"domain_scores_codex":[0.9955045,0.000994924,0.001990629,0.0008762282,0.0001866271,0.0004470968],"domain_scores_gemma":[0.9949784,0.002315673,0.001305118,0.0008672743,0.0003838493,0.0001496828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002757532,0.007305226,0.03251052,0.01343958,0.3979661,0.000004146628,0.0008535598,0.0005570592,0.000073182,0.0005945669,0.002152896,0.5417857],"study_design_scores_gemma":[0.005777809,0.01640347,0.0355521,0.001436964,0.8983564,0.00008004395,0.00004667895,0.008388225,0.0001815294,0.00009482264,0.03277502,0.0009069759],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1823815,0.8070576,0.0005398029,0.0003064085,0.0002259229,0.005127798,0.004329211,0.00002412899,0.000007666926],"genre_scores_gemma":[0.2379424,0.7580019,0.00008365844,0.00005892918,0.0002221903,0.0004182268,0.003233837,0.00002906451,0.000009814706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5408787,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.187647015836902,"score_gpt":0.4245085748930149,"score_spread":0.2368615590561129,"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."}}