{"id":"W2725592690","doi":"10.1373/clinchem.2017.272377","title":"Glistening Urine Sample from a Patient with Delirium","year":2017,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"","keywords":"Delirium; Urine; Urine sample; Medicine; Sample (material); Chromatography; Internal medicine; Intensive care medicine; Chemistry","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":[0.00006533075,0.0001296286,0.0003191955,0.000004476734,0.0001310121,0.00004538692,0.0001177047,0.0001112647,0.0003312399],"category_scores_gemma":[0.001147285,0.00008923392,0.0001349456,0.00001379201,0.0001397578,0.00003108705,0.00009634039,0.0001907145,0.00003221343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002755871,"about_ca_system_score_gemma":0.00005277362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001731097,"about_ca_topic_score_gemma":0.000009614517,"domain_scores_codex":[0.9990162,0.000007266962,0.0003071947,0.0003312562,0.0001682257,0.0001698463],"domain_scores_gemma":[0.9983276,0.0002716192,0.0001885188,0.0008420818,0.0001176515,0.0002525749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003301878,0.0008942582,0.982459,0.00003285695,0.0002034456,0.0007329047,0.00001984638,7.545749e-7,0.001223874,0.000003485188,0.002375041,0.01172434],"study_design_scores_gemma":[0.01537953,0.001185008,0.6993946,0.0008163154,0.0009167382,0.0001607331,0.0001904403,0.0002469956,0.2218044,0.0002869889,0.05907234,0.0005459201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926742,0.0001441249,0.0000142567,0.002257642,0.0000803738,0.0001040179,0.00004473258,0.00003697736,0.004643712],"genre_scores_gemma":[0.9962842,0.00002808292,0.002517544,0.0005067341,0.0003932922,0.00002646829,0.0001008683,0.00001689555,0.0001259305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2830644,"threshold_uncertainty_score":0.3638854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05015256027978483,"score_gpt":0.3527630123998454,"score_spread":0.3026104521200605,"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."}}