{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002101479,0.0004463124,0.0007430069,0.0003173912,0.000582915,0.00009206799,0.0002440827,0.0001610691,0.000580731],"category_scores_gemma":[0.003157028,0.0004662614,0.0002549494,0.001823015,0.0001500947,0.0001668381,0.0002021214,0.001322757,0.0000634297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520679,"about_ca_system_score_gemma":0.002656061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9316954,"about_ca_topic_score_gemma":0.9415429,"domain_scores_codex":[0.9967138,0.0005275023,0.0006600975,0.0004736109,0.000777825,0.0008471819],"domain_scores_gemma":[0.9974774,0.0005882513,0.0001595517,0.0005255207,0.0002955079,0.0009537992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000392688,0.003779853,0.8718507,0.0004171229,0.0004236308,0.0005132688,0.0007138905,0.001049502,0.009098583,0.00004667318,0.1096397,0.002074447],"study_design_scores_gemma":[0.02553322,0.002806977,0.8480634,0.00134846,0.001509912,0.0001599788,0.00520021,0.005478041,0.02909406,0.0001130393,0.07749907,0.003193591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892981,0.0008866677,0.00001676676,0.004628924,0.0002191591,0.0006780697,0.000256783,0.0004584657,0.00355706],"genre_scores_gemma":[0.9963014,0.0002217006,0.000002963226,0.002059587,0.0003275406,0.0001024773,0.0004807533,0.0000805542,0.0004230989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0321406,"threshold_uncertainty_score":0.9997789,"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."}}