{"id":"W4242690946","doi":"10.12968/pnur.2006.17.12.22408","title":"Clinical Q&A","year":2006,"lang":"en","type":"article","venue":"Practice Nursing","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Urinary system; Medicine; Intensive care medicine; Internal medicine; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005991469,0.00008192704,0.0001392836,0.0000898517,0.00009589076,0.00003271607,0.00003598869,0.00005790486,0.0001696573],"category_scores_gemma":[0.0006695968,0.00008099597,0.00008006661,0.000184384,0.0000684137,0.0003442832,0.0000117299,0.0003032133,0.000758641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315717,"about_ca_system_score_gemma":0.00003920435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007853256,"about_ca_topic_score_gemma":0.000003222423,"domain_scores_codex":[0.9990321,0.0001001809,0.0002905827,0.000197155,0.0001990239,0.0001809508],"domain_scores_gemma":[0.9990324,0.0003852248,0.0001248226,0.0003004997,0.0000922099,0.00006487868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00157792,0.06202061,0.1086215,0.0001338933,0.0003976006,0.000660072,0.0003352799,0.0001564569,0.001094424,0.03392829,0.3347302,0.4563437],"study_design_scores_gemma":[0.0007075453,0.0004727807,0.07837889,0.00009700959,0.0004431942,0.0006593325,0.0001140208,0.00006852872,0.00004356321,0.000565576,0.9183567,0.00009291768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1023749,0.0003152569,0.01044789,0.02479027,0.0009907542,0.0002914209,4.214575e-7,0.0002406318,0.8605485],"genre_scores_gemma":[0.9284887,0.0000554236,0.05861321,0.001687248,0.001273234,0.000009544938,0.00001810306,0.00002909084,0.009825444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.850723,"threshold_uncertainty_score":0.9751048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07099924936521666,"score_gpt":0.4577756326218781,"score_spread":0.3867763832566614,"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."}}