{"id":"W4389330732","doi":"10.1093/cid/ciad577","title":"The Microbiome and Infectious Diseases","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Hôpital Charles-Le Moyne; Canadian Institute for Advanced Research","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Karl-Franzens-Universität Graz; Emch Foundation; Fonds de Recherche du Québec - Santé; Université de Bordeaux; University of Washington; Seres Therapeutics; Nestlé Health Science; Canadian Institute for Advanced Research; Fondation Leducq; Food Allergy Research and Education; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Agriculture","keywords":"Medicine; Microbiome; Immunology; Intensive care medicine; Microbiology; Bioinformatics; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002128438,0.000336855,0.0006109719,0.0008346858,0.001381409,0.003713398,0.0003513448,0.002402131,0.006007347],"category_scores_gemma":[0.003953969,0.0001373825,0.0003048864,0.0007930365,0.004757432,0.002520839,0.002752565,0.003348972,0.0007859872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199975,"about_ca_system_score_gemma":0.002592847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003030159,"about_ca_topic_score_gemma":0.003791767,"domain_scores_codex":[0.9980354,0.00113728,0.00008431482,0.0002233016,0.0003130391,0.0002066752],"domain_scores_gemma":[0.9979054,0.001000525,0.0003184987,0.0001018337,0.0002176192,0.0004563019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001852961,0.0001848358,0.0303122,0.001973907,0.0002019291,0.001368091,0.007313136,0.0006810182,0.002791688,0.4005018,0.1380984,0.4163877],"study_design_scores_gemma":[0.00001767736,0.0001951157,0.02456965,0.003379211,0.00004223063,0.002471537,0.005201134,0.0002506791,0.0003088342,0.1845216,0.7789778,0.00006455051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01984269,0.6226389,0.004172027,0.2988314,0.008968634,0.00003442032,0.0002132364,0.00005728298,0.04524126],"genre_scores_gemma":[0.287584,0.61092,0.006476079,0.06532961,0.01576084,0.00009883286,0.0002156437,0.00003416377,0.01358086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006007347,"threshold_uncertainty_score":0.02009654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03934612653363195,"score_gpt":0.3774033722243905,"score_spread":0.3380572456907585,"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."}}