{"id":"W2048212726","doi":"10.1373/clinchem.2011.174219","title":"A Discrepant Urine Specific Gravity","year":2012,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; Dr. Everett Chalmers Regional Hospital","funders":"","keywords":"Urine specific gravity; Urine; Specific gravity; Medicine; Chromatography; Internal medicine; Chemistry; Mineralogy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003452418,0.0001439497,0.000233959,0.000006779171,0.00009251918,0.00002882146,0.0002893184,0.0001212555,0.0009296386],"category_scores_gemma":[0.0008514093,0.0001217027,0.000197861,0.0001223464,0.0002558141,0.000111375,0.0001722181,0.0003778203,0.0006470185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002372908,"about_ca_system_score_gemma":0.000021244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001503759,"about_ca_topic_score_gemma":1.167123e-7,"domain_scores_codex":[0.9984981,0.00004120168,0.0004183369,0.000392314,0.0002204869,0.0004295234],"domain_scores_gemma":[0.9987872,0.0002838614,0.00008121686,0.0004347264,0.00001434857,0.0003986354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001585148,0.001727212,0.1297381,0.00009071737,0.000008562406,0.00004430468,0.00004795624,5.964732e-7,0.84751,0.001913932,0.01314993,0.005610154],"study_design_scores_gemma":[0.0006266328,0.00004359361,0.02006583,0.00001938563,0.00001473763,0.00008755666,0.00001277815,0.00003766163,0.7409123,0.0008206893,0.2370517,0.0003071021],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732909,0.000204474,0.00002649185,0.0003957053,0.0004867956,0.00006085674,0.00001280722,0.000105541,0.02541643],"genre_scores_gemma":[0.9934394,0.0001969404,0.00007678634,0.0004433203,0.001790942,0.000005801793,0.000004382944,0.0000168797,0.004025519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2239018,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08782429494285372,"score_gpt":0.3621521743061641,"score_spread":0.2743278793633104,"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."}}