{"id":"W6902658326","doi":"10.6084/m9.figshare.c.5990222.v1","title":"A multimodal analytical method to simultaneously determine monoacetyldiacylglycerols, medium and long chain triglycerides in biological samples during routine lipidomics","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Teratomas and Epidermoid Cysts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Lipidomics; Long chain; Lipidome; Degree of unsaturation; Tandem mass spectrometry; Biological fluids; Limiting; Analytical technique","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":[],"category_scores_codex":[0.000246866,0.000587375,0.001341251,0.0006018585,0.00007230831,0.00005483997,0.0002500011,0.0005186576,0.1535329],"category_scores_gemma":[0.003771388,0.0004970946,0.0001941233,0.0003935217,0.00002059639,0.00003131219,0.0005442688,0.0007202897,0.0001482543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002809446,"about_ca_system_score_gemma":0.0001327491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001805118,"about_ca_topic_score_gemma":0.0005193723,"domain_scores_codex":[0.9971431,0.0002056834,0.0005903592,0.0009839719,0.0004085104,0.0006683617],"domain_scores_gemma":[0.9981601,0.000612994,0.0001985685,0.0004859766,0.00005635661,0.0004860551],"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":[0.005325786,0.001067031,0.03509138,0.005247194,0.0009337602,0.01527745,0.001463137,0.0005777021,0.001251361,0.00001510747,0.8976388,0.03611129],"study_design_scores_gemma":[0.01190785,0.001274682,0.05843576,0.007471601,0.0002127354,0.002070585,0.0003047523,0.01937751,0.0003985782,0.000007904961,0.896445,0.00209303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2511223,0.01177096,0.0002099713,0.004944908,0.0009130657,0.01615928,0.6808935,0.003279359,0.03070664],"genre_scores_gemma":[0.5805436,0.0004814288,0.0392415,0.005717489,0.008735741,0.004082412,0.2422503,0.003577471,0.1153701],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4386432,"threshold_uncertainty_score":0.9997481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04382038801687786,"score_gpt":0.3137722358158481,"score_spread":0.2699518477989702,"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."}}