{"id":"W2064808686","doi":"10.1503/cmaj.1070157","title":"Possible new clinical sign of hyperammonemia","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hyperammonemia; Asymptomatic; Incidence (geometry); Sign (mathematics); Encephalopathy; Medicine; Pediatrics; Intensive care medicine; Computer science; Internal medicine; Mathematics","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":[0.004355723,0.00009112283,0.0003865181,0.0001280202,0.0001222647,0.00001415772,0.0001087668,0.000396964,0.002645848],"category_scores_gemma":[0.005916247,0.00006844173,0.0001808885,0.0002234257,0.00006460479,0.00004432484,0.00001443502,0.001084807,0.00007119858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000433208,"about_ca_system_score_gemma":0.002795824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281045,"about_ca_topic_score_gemma":0.004754835,"domain_scores_codex":[0.9977034,0.0001014359,0.0006652738,0.0001150536,0.0009722851,0.0004424895],"domain_scores_gemma":[0.9957772,0.0006782449,0.0002241199,0.00006044963,0.0003075527,0.002952442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009462798,0.000128194,0.4139293,0.00001290037,0.0003354505,0.001183639,0.0001101541,7.755822e-7,0.0002278631,0.0001703081,0.3269629,0.2568439],"study_design_scores_gemma":[0.00320115,0.0005437262,0.7315605,0.00008551901,0.0001130205,0.0003419655,0.0001411131,0.00005519127,0.0003228777,0.000231371,0.2632866,0.000116967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382504,0.0005913787,0.0005545538,0.03819907,0.001276903,0.0001782252,0.000005939866,0.00002145807,0.02092213],"genre_scores_gemma":[0.9752745,0.0002643589,0.0004731499,0.0193372,0.003101408,5.00674e-7,0.00000196451,0.000008925385,0.001538015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3176312,"threshold_uncertainty_score":0.9982659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948678877686297,"score_gpt":0.3555807693126444,"score_spread":0.3260939805357815,"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."}}