{"id":"W4413044012","doi":"10.14745/ccdr.v51i67a05f","title":"Infections liées aux dispositifs médicaux et aux interventions chirurgicales dans les hôpitaux de soins de courte durée au Canada, 2019–2023","year":2025,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Political science; Humanities; Philosophy","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":[0.0004918873,0.0002485699,0.0002410073,0.0009814888,0.002742641,0.001340647,0.000533312,0.0007269123,0.005452048],"category_scores_gemma":[0.003339955,0.0002714247,0.0004882123,0.001761341,0.0008451886,0.0004914604,0.0008355731,0.002041169,0.0002568631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03510129,"about_ca_system_score_gemma":0.08464553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919121,"about_ca_topic_score_gemma":0.996581,"domain_scores_codex":[0.9990106,0.0000845901,0.00004654442,0.00006757611,0.000385412,0.0004053096],"domain_scores_gemma":[0.9976229,0.0001706556,0.0004289577,0.00002597337,0.0009491467,0.0008023945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000878407,0.0002401683,0.7629219,0.001080192,0.0002805617,0.002293868,0.006590526,0.001030736,0.001805699,0.006369674,0.07703417,0.1394741],"study_design_scores_gemma":[0.0000376257,0.0001214798,0.9473807,0.0009632335,0.0000829048,0.0009834184,0.007206514,0.0004851095,0.0004426168,0.0004395491,0.04180079,0.00005617478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7827614,0.06170255,0.002203044,0.049014,0.00129594,0.0004763845,0.03170873,0.0001986116,0.07063936],"genre_scores_gemma":[0.9445865,0.02411539,0.002098708,0.004112006,0.0002286107,0.00008777098,0.003785618,0.00004007755,0.02094532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03510129,"threshold_uncertainty_score":0.2546789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192474662932418,"score_gpt":0.2911628638058233,"score_spread":0.2719153975125815,"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."}}