{"id":"W2073514343","doi":"10.1503/cmaj.080804","title":"Ontario's hospitals surpass those of Quebec in C. difficile rates","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Infection control; Medicine; Outbreak; C difficile; Clostridium Infections; Cross infection; Emergency medicine; Surgery; Virology; Microbiology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005612292,0.0003008414,0.000285152,0.0008032527,0.002176746,0.00168978,0.0004223279,0.0008841282,0.01709674],"category_scores_gemma":[0.002907574,0.0001733978,0.0005535255,0.00224024,0.0005101925,0.0009349844,0.0006539405,0.0009255215,0.001338602],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02217069,"about_ca_system_score_gemma":0.03006335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890817,"about_ca_topic_score_gemma":0.9973812,"domain_scores_codex":[0.9989592,0.00005520933,0.0000444958,0.00006454194,0.0003940931,0.0004824133],"domain_scores_gemma":[0.9953159,0.0001599301,0.0007026217,0.0001049464,0.001927236,0.001789366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003872927,0.00007895916,0.5924754,0.0003458723,0.0001676765,0.0004884818,0.001737063,0.0003430691,0.00140617,0.003292377,0.3060957,0.09318193],"study_design_scores_gemma":[0.00004678268,0.00005762627,0.865059,0.0001743548,0.00006500015,0.0001695057,0.002845599,0.0001841852,0.0002260597,0.000203927,0.1309308,0.00003729239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5268354,0.03039861,0.001602517,0.1883227,0.002762939,0.0002694192,0.03730327,0.00047625,0.2120289],"genre_scores_gemma":[0.9028935,0.01186854,0.00178849,0.02060595,0.0004488923,0.00006209776,0.004751892,0.0001001262,0.05748045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9778293,"threshold_uncertainty_score":0.1608604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173720762573398,"score_gpt":0.2737723689586004,"score_spread":0.2564002927012605,"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."}}