{"id":"W4382344341","doi":"10.14309/ajg.0000000000002245","title":"Measuring and Interpreting Ammonia Levels in Cirrhosis","year":2023,"lang":"en","type":"letter","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cirrhosis; Ammonia; Gastroenterology; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001989558,0.0005862667,0.0009733615,0.001349335,0.001517904,0.001469802,0.000970264,0.006083318,0.001063787],"category_scores_gemma":[0.01694803,0.0004949546,0.0005060751,0.0008778793,0.001440274,0.001199807,0.0006230426,0.007274549,0.001993825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203044,"about_ca_system_score_gemma":0.0011192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005335154,"about_ca_topic_score_gemma":0.005961631,"domain_scores_codex":[0.9976418,0.0009755369,0.0004398855,0.0001827487,0.000530394,0.00022957],"domain_scores_gemma":[0.9944522,0.003086868,0.0005116811,0.0002601852,0.001047693,0.0006413973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005767324,0.0001766998,0.09127431,0.0003671319,0.0001009062,0.1738132,0.001260697,0.0004901653,0.004123744,0.001300515,0.6316544,0.09486157],"study_design_scores_gemma":[0.0003657629,0.00110588,0.07798792,0.003090064,0.0002765532,0.5088357,0.003815316,0.005183092,0.01040369,0.01873234,0.3699465,0.0002572288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05576674,0.03480304,0.003138682,0.8491196,0.02664195,0.00009009483,0.0001653186,0.0004531603,0.02982138],"genre_scores_gemma":[0.467894,0.01595455,0.004630158,0.445496,0.05897445,0.00009429515,0.0001304017,0.0001553689,0.006670637],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006083318,"threshold_uncertainty_score":0.0159843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255880355510543,"score_gpt":0.2633468905211444,"score_spread":0.230788086966039,"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."}}