{"id":"W2418055037","doi":"","title":"Clostridium difficile infection in rural Ontario: a retrospective multisite population-based study.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Medicine; Clostridium difficile; Clindamycin; Retrospective cohort study; Antibiotics; Population; Incidence (geometry); Internal medicine; Emergency medicine; Pediatrics; Environmental health; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002652682,0.0002398323,0.0003260165,0.0006257035,0.001547859,0.0006017978,0.0003801812,0.0002813479,0.001182706],"category_scores_gemma":[0.00075518,0.0004427457,0.0002559827,0.001456082,0.0004770233,0.0003209022,0.0004842699,0.0002587506,0.0002289778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004032987,"about_ca_system_score_gemma":0.004460536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6821328,"about_ca_topic_score_gemma":0.7829676,"domain_scores_codex":[0.9996102,0.00003535454,0.00002870548,0.00007788156,0.0001479015,0.00009991783],"domain_scores_gemma":[0.9992887,0.00004174757,0.0002624727,0.00004570972,0.000196024,0.0001653393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003631313,0.0000190622,0.9986196,0.00001549534,0.0000122607,0.0001946192,0.0002468135,0.00001011615,0.0002728692,0.000004610797,0.0001131664,0.0004551804],"study_design_scores_gemma":[0.000008050053,0.00006221777,0.9988086,0.000007578816,0.00001264845,0.0002623308,0.0004232871,0.00003912819,0.00002894999,0.000004374339,0.0003399265,0.000002867449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979765,0.0001833598,0.00006463334,0.00004523846,0.000002994038,0.00005166004,0.00101805,0.000004828146,0.0006527998],"genre_scores_gemma":[0.9985964,0.00018559,0.0001115878,0.00006580971,0.000006297872,0.00003847839,0.0006487958,0.000002639628,0.0003443764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178672,"threshold_uncertainty_score":0.6394784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851766783113803,"score_gpt":0.2860250209568799,"score_spread":0.2475073531257418,"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."}}