{"id":"W4242591297","doi":"10.1097/mol.0000000000000743","title":"Editorial introduction","year":2021,"lang":"en","type":"editorial","venue":"Current Opinion in Lipidology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Specialty; Section (typography); Medicine; Gerontology; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004360378,0.001914973,0.00179223,0.003404703,0.002369751,0.007583045,0.002917669,0.006622733,0.1773448],"category_scores_gemma":[0.03280438,0.0006268017,0.002040793,0.001159276,0.001524884,0.004675292,0.002327944,0.007858436,0.09488602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002570605,"about_ca_system_score_gemma":0.004175341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027569,"about_ca_topic_score_gemma":0.001395065,"domain_scores_codex":[0.9952355,0.0006830302,0.0004907565,0.0009253839,0.002175214,0.0004902007],"domain_scores_gemma":[0.9735147,0.005041677,0.001692667,0.001075727,0.01476892,0.003906353],"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":[0.00001867222,0.000005486666,0.00002531704,0.0001953371,0.000005424488,0.00006865509,0.00001540077,0.0000143868,0.00003799197,0.0004990486,0.9866508,0.0124635],"study_design_scores_gemma":[0.000017577,0.00001436467,0.0001069036,0.0004259048,0.000009944643,0.0001877453,0.00003819275,0.00003138562,0.00006116812,0.001005612,0.9980916,0.000009712349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006862726,0.004632188,0.0002529065,0.04003352,0.9444714,0.00003959085,0.0002552766,0.0001598588,0.0100866],"genre_scores_gemma":[0.001509731,0.008142102,0.0003546077,0.04064346,0.9001745,0.00007082023,0.0005263074,0.0001880386,0.04839048],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1773448,"threshold_uncertainty_score":0.5932776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818636513755568,"score_gpt":0.3245292614480419,"score_spread":0.3063428963104862,"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."}}