{"id":"W2110400634","doi":"10.1503/cmaj.1040836","title":"Clostridium difficile: a formidable foe","year":2004,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Clostridium difficile; Outbreak; Clostridium Infections; Microbiology; Clostridium; Medicine; Virology; Biology; Bacteria; 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":[0.001388135,0.0008597669,0.001036959,0.0005780755,0.004767051,0.002821407,0.0009332302,0.03911327,0.00412196],"category_scores_gemma":[0.01315312,0.0005157932,0.0006267534,0.000717933,0.002473895,0.002871456,0.00112913,0.02778092,0.003093838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004945294,"about_ca_system_score_gemma":0.003735623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006712197,"about_ca_topic_score_gemma":0.01588791,"domain_scores_codex":[0.9979898,0.0006785002,0.0001359856,0.0002773566,0.0006075923,0.0003108688],"domain_scores_gemma":[0.9968732,0.001260845,0.0002490029,0.0001183134,0.0005942365,0.0009044786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004949338,0.0000430559,0.001177882,0.00007372283,0.00001202452,0.007004184,0.0002133591,0.00003887648,0.0001945636,0.0018494,0.9749419,0.01440153],"study_design_scores_gemma":[0.0002055477,0.0002625433,0.003044796,0.0008677795,0.00004612955,0.03142187,0.001882457,0.0003389882,0.0001734575,0.0109368,0.9507437,0.00007588335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0009858933,0.006472578,0.00007391597,0.9740242,0.0144623,0.000006913372,0.00001620277,0.00002513462,0.003932991],"genre_scores_gemma":[0.01021874,0.004695342,0.0002192001,0.9381297,0.04024784,0.00001343031,0.00002069543,0.00001365781,0.00644149],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03911327,"threshold_uncertainty_score":0.0358808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421358189267905,"score_gpt":0.2628171399844341,"score_spread":0.2486035580917551,"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."}}