{"id":"W4248199942","doi":"10.1007/978-3-662-49054-9_22-1","title":"2-Hydroxyisovaleriansäure","year":2018,"lang":"de","type":"book-chapter","venue":"","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002416298,0.0007658319,0.0009818861,0.0002450561,0.0001622238,0.00005986922,0.0002322023,0.0008760675,0.3276106],"category_scores_gemma":[0.00008854822,0.0006115481,0.0005239214,0.00007061588,0.0004260711,0.00007843637,0.00009431866,0.0007720205,0.1764877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128689,"about_ca_system_score_gemma":0.0002194912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001866543,"about_ca_topic_score_gemma":0.000009505626,"domain_scores_codex":[0.9971261,0.00002353631,0.0007236947,0.0008891282,0.0007009456,0.000536576],"domain_scores_gemma":[0.9976974,0.00007946913,0.0002933996,0.001060344,0.0003520046,0.0005174173],"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":[0.001084369,0.0001886206,0.0005785414,0.0008013461,0.002158021,0.0009211364,0.0001719028,0.000002210332,0.004711264,0.1527337,0.8246466,0.01200227],"study_design_scores_gemma":[0.001398016,0.0007280793,0.0001089668,0.001434063,0.0007073056,0.00006542686,0.00002886853,0.0001303122,0.003740682,0.001427794,0.9895805,0.0006499721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004324742,0.006265489,0.0007130062,0.001975101,0.005253062,0.0006181507,0.0000722894,0.0002592433,0.9844112],"genre_scores_gemma":[0.006044091,0.004068799,0.000491967,0.007302195,0.009393747,0.00001002713,0.0003377341,0.0001546014,0.9721968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1649339,"threshold_uncertainty_score":0.9996336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965158186494654,"score_gpt":0.2474220828509646,"score_spread":0.2277705009860181,"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."}}