{"id":"W3023840285","doi":"10.3201/eid2606.190233","title":"Increased Community-Associated <i>Clostridioides difficile</i> Infections in Quebec, Canada, 2008–20151","year":2020,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Cégep de Rivière-du-Loup; Jewish General Hospital; Centre hospitalier universitaire de Québec; McGill University Health Centre","funders":"Institut National de Santé Publique du Québec","keywords":"Clostridioides; Medicine; Clostridium difficile; Microbiology; Environmental health; Internal medicine; Biology; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001000547,0.0006444686,0.0004700003,0.002439434,0.00281119,0.002014755,0.001615456,0.0009476587,0.00642126],"category_scores_gemma":[0.002471537,0.0003069156,0.0008868939,0.004704048,0.0007290721,0.0008198789,0.0008164934,0.001469965,0.0004829321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05896762,"about_ca_system_score_gemma":0.04731438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979164,"about_ca_topic_score_gemma":0.9986523,"domain_scores_codex":[0.998731,0.00008951353,0.00008547779,0.0001912178,0.0004557527,0.0004470937],"domain_scores_gemma":[0.9946098,0.0001428136,0.001027006,0.00008076902,0.003177665,0.0009618213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001548595,0.00006532371,0.9666125,0.000171699,0.0001961891,0.0001857341,0.0004712296,0.0003842592,0.0003555969,0.0002332502,0.012247,0.01892235],"study_design_scores_gemma":[0.00001173178,0.00003445102,0.9924664,0.0001615922,0.00005193165,0.00009533637,0.0006483735,0.0005314865,0.00008092143,0.00001832281,0.00588185,0.00001762219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8918875,0.02159585,0.001200126,0.006513121,0.0003970228,0.0002528746,0.05744953,0.0002518201,0.02045211],"genre_scores_gemma":[0.9769463,0.004164372,0.0007932739,0.001415224,0.00009354502,0.00004970612,0.01080905,0.00003418314,0.00569435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05896762,"threshold_uncertainty_score":0.427842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681653406023267,"score_gpt":0.2630611492293168,"score_spread":0.2462446151690841,"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."}}