{"id":"W2039688279","doi":"10.1136/ebm.13.2.46","title":"A probiotic drink prevented diarrhoea and Clostridium difficile infection in older patients taking antibiotics","year":2008,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Clostridium difficile; Antibiotics; Probiotic; Diarrhea; Medicine; Microbiology; Food science; Biology; Internal medicine; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007679526,0.001062936,0.001941937,0.001759451,0.0002249314,0.00005445016,0.0003137445,0.001493008,0.0005488823],"category_scores_gemma":[0.004372046,0.0008828923,0.0002925254,0.001613785,0.0008128543,0.000225051,0.0002004403,0.004547235,0.0000654188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143583,"about_ca_system_score_gemma":0.001158234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397348,"about_ca_topic_score_gemma":0.0000749477,"domain_scores_codex":[0.9929969,0.0004644497,0.001512832,0.001544162,0.002073727,0.001407889],"domain_scores_gemma":[0.995701,0.001298117,0.0007534557,0.001119701,0.0006899183,0.0004378131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009678025,0.001334311,0.2395398,0.008345055,0.0002490166,0.003800676,0.0004417409,0.00002570619,0.004008492,0.000002356713,0.7343807,0.006904307],"study_design_scores_gemma":[0.04094503,0.0133296,0.4912847,0.1397391,0.00268504,0.0008206163,0.0001095862,0.003048696,0.07175082,0.00002172374,0.2323251,0.003939949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6956345,0.003890506,0.00005489154,0.2951716,0.0008632439,0.003779085,0.00004410789,0.0001880061,0.0003740405],"genre_scores_gemma":[0.8794962,0.01267228,0.0001349385,0.09638356,0.007425697,0.00007049873,0.00162142,0.0002840842,0.001911391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5020556,"threshold_uncertainty_score":0.9998032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0515009182036683,"score_gpt":0.3116376219421783,"score_spread":0.26013670373851,"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."}}