{"id":"W2106415248","doi":"10.1002/mas.20294","title":"Lipidomics era: Accomplishments and challenges","year":2010,"lang":"en","type":"review","venue":"Mass Spectrometry Reviews","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Lipidomics; Chemistry; Lipid metabolism; Signal transduction; Computational biology; Biochemistry; Cell biology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003956123,0.001351966,0.001721302,0.002386596,0.0006931981,0.00310329,0.001185449,0.002904337,0.003913515],"category_scores_gemma":[0.002719251,0.0004460636,0.0006539517,0.002184745,0.001793736,0.006210135,0.002559725,0.005264634,0.004310075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604534,"about_ca_system_score_gemma":0.002459955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103615,"about_ca_topic_score_gemma":0.001358646,"domain_scores_codex":[0.9992058,0.0001767452,0.00008346557,0.0001135789,0.0003576907,0.00006273589],"domain_scores_gemma":[0.9976441,0.001032686,0.0001437931,0.0001229923,0.0007527499,0.0003037083],"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":[0.0001020492,0.0001148147,0.0002741008,0.008711094,0.0001002512,0.0004047482,0.0002398014,0.0005416215,0.004528556,0.03333743,0.08851364,0.863132],"study_design_scores_gemma":[0.00000872084,0.00005487473,0.0003080897,0.001327473,0.00002771639,0.0009013266,0.0001494184,0.0001400141,0.0007764791,0.008217233,0.9880629,0.0000257386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002042695,0.990137,0.0009073844,0.005000567,0.001161376,0.00000682825,0.00002087015,0.00002604269,0.002535704],"genre_scores_gemma":[0.001047719,0.9919671,0.001405203,0.001966726,0.001746558,0.00001028133,0.00003206232,0.00001063877,0.001813594],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003956123,"threshold_uncertainty_score":0.02092224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07095568904154531,"score_gpt":0.3231362224977956,"score_spread":0.2521805334562502,"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."}}