{"id":"W4401043170","doi":"10.1016/b978-0-323-95502-7.00110-x","title":"Metabolome Analysis","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Metabolome; Computer science; Biology; Metabolomics; Bioinformatics","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":[0.0004585209,0.001428611,0.0008127827,0.003989014,0.0006653502,0.001644744,0.0005812528,0.0007048136,0.07181646],"category_scores_gemma":[0.0004551601,0.0004137683,0.00106174,0.002673992,0.0002397463,0.0007466563,0.001432944,0.0008698563,0.04161882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157365,"about_ca_system_score_gemma":0.0006548557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00241072,"about_ca_topic_score_gemma":0.004486095,"domain_scores_codex":[0.9996024,0.00002816968,0.00002168862,0.0001238341,0.0001809005,0.00004310147],"domain_scores_gemma":[0.9998912,0.0000173292,0.00000860541,0.00002453369,0.00004754768,0.00001086125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003725373,0.00007371228,0.001989595,0.0007507397,0.0001267151,0.0003642894,0.00007547168,0.0003980233,0.4203126,0.003203641,0.03537864,0.5369541],"study_design_scores_gemma":[0.00004651105,0.0003077054,0.0332348,0.0002732298,0.0001845469,0.002104934,0.0001829238,0.004758425,0.3363651,0.00593036,0.6164877,0.0001238534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06223565,0.02574575,0.3200527,0.001549137,0.001658476,0.002233898,0.127821,0.02289227,0.4358112],"genre_scores_gemma":[0.08803701,0.01724243,0.2600205,0.001623573,0.0004872594,0.002415907,0.09919443,0.003363248,0.5276157],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07181646,"threshold_uncertainty_score":0.24025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009616138286990983,"score_gpt":0.2404774288172239,"score_spread":0.2308612905302329,"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."}}