{"id":"W2793153829","doi":"10.1007/s10545-018-0161-8","title":"Unraveling the unknown areas of the human metabolome: the role of infrared ion spectroscopy","year":2018,"lang":"en","type":"review","venue":"Journal of Inherited Metabolic Disease","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Radboud Universiteit","keywords":"Metabolome; Chemistry; Infrared spectroscopy; Metabolomics; Spectroscopy; Glutaric acid; Mass spectrometry; Identification (biology); Computational biology; Biochemistry; Biology; Chromatography; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00128912,0.0005155192,0.001790756,0.0002024842,0.0002679772,0.00004735793,0.001644005,0.0002116476,0.00004387423],"category_scores_gemma":[0.00081852,0.0002263445,0.00188917,0.0007837934,0.000605446,0.00001027402,0.0005041875,0.0005441987,0.00000166879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001950148,"about_ca_system_score_gemma":0.000648026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001054205,"about_ca_topic_score_gemma":0.000005437221,"domain_scores_codex":[0.9963861,0.0007260046,0.001605598,0.000323419,0.000597794,0.0003610827],"domain_scores_gemma":[0.9947151,0.00008330384,0.003159282,0.001224267,0.0006528498,0.000165194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001819914,0.004125368,0.002540648,0.01424061,0.04288498,0.00004175384,0.001425278,0.00007416806,0.4651766,0.04611351,0.03339436,0.3881628],"study_design_scores_gemma":[0.0003515758,0.0001091328,0.001148948,0.0009375335,0.004133192,0.00002390103,0.0001160842,0.000001478064,0.008124359,0.0009463031,0.9838802,0.0002272475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01452878,0.9833627,0.00002958311,0.00009687754,0.0006668243,0.0005738892,0.0001542251,0.000003251679,0.000583903],"genre_scores_gemma":[0.008283716,0.9894983,0.0001758009,0.00009995603,0.0014787,0.00002689721,0.00002838587,0.00006281474,0.0003454367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9504859,"threshold_uncertainty_score":0.9230062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734821337693618,"score_gpt":0.2988354128554233,"score_spread":0.281487199478487,"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."}}