{"id":"W2026530943","doi":"10.1503/cmaj.121860","title":"A 78-year-old woman with lethargy and a positive urine culture","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Lethargy; Urine; Medicine; Weakness; Emergency department; Pediatrics; Internal medicine; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003897893,0.0001158864,0.0001845411,0.000192648,0.00020978,0.0001019397,0.0000620334,0.0001821851,0.004845578],"category_scores_gemma":[0.0003441404,0.00008754082,0.0000433615,0.000206648,0.00004229309,0.0001836414,0.00001357655,0.0008117884,0.0002175175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008127324,"about_ca_system_score_gemma":0.0006001089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004268349,"about_ca_topic_score_gemma":0.007741303,"domain_scores_codex":[0.9984794,0.00006812395,0.0002079221,0.0001406449,0.0007450792,0.0003588572],"domain_scores_gemma":[0.9978051,0.00004280848,0.0001166917,0.00008532486,0.0003534631,0.001596591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004899183,0.0004686952,0.4754868,0.00003439328,0.0009468967,0.002398016,0.00127231,0.000002684328,0.00003031907,0.001270084,0.5000253,0.01801558],"study_design_scores_gemma":[0.002584568,0.001299536,0.5989739,0.0001829709,0.0001235504,0.00391964,0.0007161784,0.0000918247,0.00001119441,0.0001341097,0.3917823,0.0001802273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8367732,0.0002146196,0.0001570269,0.1247228,0.0002573711,0.0004939287,0.00001441889,0.00004545478,0.03732112],"genre_scores_gemma":[0.9548344,0.0002411812,0.0007180352,0.02802558,0.001247294,0.00002979415,0.00002304504,0.00002824997,0.01485239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1234871,"threshold_uncertainty_score":0.9960641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00342113777625337,"score_gpt":0.2086592186501695,"score_spread":0.2052380808739161,"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."}}