{"id":"W4236164475","doi":"10.1007/978-3-662-49054-9_31-1","title":"3-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":"SickKids Foundation; University of Toronto; Hospital for Sick Children","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":[0.0002352411,0.000761045,0.0009744982,0.0002353194,0.0001548752,0.00005986948,0.0002276704,0.0008689525,0.317033],"category_scores_gemma":[0.0000907705,0.0006080807,0.0005235074,0.0000689646,0.0004111725,0.00007926473,0.00009403235,0.0007634052,0.167381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145404,"about_ca_system_score_gemma":0.0002149017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000193705,"about_ca_topic_score_gemma":0.000009585538,"domain_scores_codex":[0.9971478,0.00002242159,0.0007171956,0.0008825478,0.000699119,0.0005308993],"domain_scores_gemma":[0.9977198,0.0000805242,0.000296653,0.001052719,0.000341947,0.0005083752],"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":[0.001110916,0.0001923456,0.0005539394,0.0007906763,0.00217287,0.0008688637,0.0001669369,0.000002284159,0.005301151,0.168967,0.8083118,0.01156129],"study_design_scores_gemma":[0.001415906,0.000729885,0.0001134613,0.001402252,0.0006900213,0.00006215047,0.00002797205,0.0001341847,0.003860959,0.001502591,0.9894139,0.0006467142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004041907,0.006203683,0.0007353105,0.001886375,0.005255235,0.0006064679,0.00007746355,0.0002463803,0.9845849],"genre_scores_gemma":[0.006187488,0.003949033,0.0004760007,0.00789501,0.009361538,0.000009456529,0.0003293825,0.0001537929,0.9716383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1811022,"threshold_uncertainty_score":0.9996371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01962879870239025,"score_gpt":0.2473352436748719,"score_spread":0.2277064449724817,"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."}}