{"id":"W2051681081","doi":"10.1086/665323","title":"Healthcare-Associated Bloodstream Infections Secondary to a Urinary Focus The Québec Provincial Surveillance Results","year":2012,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec; McGill University Health Centre; McGill University; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Logistic regression; Health care; Urinary system; Emergency medicine; Epidemiology; Acute care; Bloodstream infection; Internal medicine; Intensive care medicine","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":[0.0007289943,0.0002830496,0.0002208269,0.0009673642,0.0008840486,0.0006716739,0.0005960808,0.0001992889,0.003352177],"category_scores_gemma":[0.00302017,0.0001456224,0.0003223372,0.002092363,0.0002261366,0.000215062,0.0003712166,0.0002815942,0.0002553224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01185732,"about_ca_system_score_gemma":0.01826959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874392,"about_ca_topic_score_gemma":0.9896346,"domain_scores_codex":[0.9993838,0.00007679161,0.00003550074,0.00009520682,0.0002223207,0.0001864088],"domain_scores_gemma":[0.9961294,0.0001857907,0.000705753,0.00009622183,0.002330885,0.0005519088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004892205,0.00001650701,0.9856324,0.00005302624,0.00004539881,0.00004614757,0.0001014386,0.000372105,0.000291527,0.00006401971,0.005223754,0.008104714],"study_design_scores_gemma":[0.000008418516,0.00002114803,0.9964432,0.00004220637,0.00001362921,0.00005096667,0.0001033853,0.0007207915,0.0001253723,0.00000866147,0.002457619,0.000004609918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386184,0.001576641,0.001290081,0.0009010451,0.00004668376,0.0002085784,0.04557447,0.0001210731,0.01166312],"genre_scores_gemma":[0.9871553,0.0004127281,0.0006565531,0.0001471502,0.00001358012,0.00004998662,0.008836405,0.00001092785,0.002717437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256078,"threshold_uncertainty_score":0.08603126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788980433387964,"score_gpt":0.2972282193862434,"score_spread":0.2793384150523637,"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."}}