{"id":"W2552131032","doi":"10.9778/cmajo.20160087","title":"Lactobacillus probiotics in the prevention of diarrhea associated with Clostridium difficile: a systematic review and Bayesian hierarchical meta-analysis","year":2016,"lang":"en","type":"review","venue":"CMAJ Open","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Meta-analysis; Diarrhea; Medicine; Credible interval; Internal medicine; Confidence interval; Clostridium difficile; Meta-regression; Randomized controlled trial; Relative risk; Biology; Microbiology; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0360309,0.002753736,0.01405245,0.01167871,0.0007486281,0.003207513,0.002338842,0.002387384,0.002353308],"category_scores_gemma":[0.08085814,0.00173736,0.0327337,0.007812669,0.0008335356,0.002592654,0.001642333,0.002433516,0.0002184715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003951261,"about_ca_system_score_gemma":0.006887514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009009497,"about_ca_topic_score_gemma":0.01862081,"domain_scores_codex":[0.9701741,0.02005404,0.005210061,0.00144922,0.002686609,0.0004259524],"domain_scores_gemma":[0.9501264,0.03968885,0.005967438,0.001139992,0.002724801,0.000352504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001561578,0.0000529802,0.003821708,0.39904,0.5585797,0.0001656799,0.0001346925,0.002106,0.0003138155,0.0005200919,0.001320073,0.0323837],"study_design_scores_gemma":[0.0008194798,0.0002461019,0.003313281,0.07083939,0.919566,0.0001227189,0.00005811943,0.001332289,0.0001437392,0.001104308,0.002407799,0.00004668362],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002285736,0.9943489,0.001680568,0.0005939105,0.0001661648,0.0004132958,0.0002682372,0.00002641767,0.0002166921],"genre_scores_gemma":[0.1447802,0.8393587,0.01093143,0.001861461,0.0004007209,0.001704378,0.0006567374,0.00003281669,0.000273447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0360309,"threshold_uncertainty_score":0.1905519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025488442744746,"score_gpt":0.3821952468073813,"score_spread":0.2796464025329066,"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."}}