{"id":"W2110369964","doi":"10.1016/j.ajic.2015.07.037","title":"Inadequate documentation of urinary tract infection symptoms in the medical chart","year":2015,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute; University of Waterloo; McMaster University","funders":"","keywords":"Medicine; Chart; Bacteriuria; Documentation; Urinary system; Medical record; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004106788,0.0002329934,0.0004141984,0.00312025,0.0006845144,0.001495153,0.0006673825,0.0005149242,0.003309167],"category_scores_gemma":[0.05388755,0.0002311348,0.0003562732,0.00261946,0.0003347924,0.001423886,0.0008291727,0.001158777,0.0004121263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228796,"about_ca_system_score_gemma":0.002971109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007354649,"about_ca_topic_score_gemma":0.007124885,"domain_scores_codex":[0.9887283,0.003891527,0.003478692,0.0004621048,0.002812997,0.0006264348],"domain_scores_gemma":[0.9307644,0.02409207,0.02548581,0.004031995,0.01303035,0.0025955],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002486043,0.000192303,0.9172781,0.0008816316,0.00009842231,0.001517306,0.001376352,0.0003879287,0.001252287,0.0005963268,0.01028301,0.06588779],"study_design_scores_gemma":[0.00002410938,0.000372007,0.9660552,0.002610316,0.000135512,0.004168264,0.002550681,0.001908465,0.003321923,0.0005017176,0.01828797,0.00006389303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085943,0.01210473,0.007763707,0.01441698,0.001410167,0.0005916444,0.00973917,0.0005887485,0.0447906],"genre_scores_gemma":[0.9915919,0.002021278,0.002352536,0.001106283,0.0002641717,0.00005388281,0.00151521,0.00002635482,0.001068301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9958932,"threshold_uncertainty_score":0.02171904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479321045060303,"score_gpt":0.3090496465952904,"score_spread":0.2942564361446873,"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."}}