{"id":"W4380182471","doi":"10.1186/s12944-023-01822-2","title":"Abnormal HDL lipid and protein composition following pediatric cancer treatment: an associative study","year":2023,"lang":"en","type":"article","venue":"Lipids in Health and Disease","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"CHU Sainte-Justine Foundation; Fondation Charles-Bruneau","keywords":"Medicine; Dyslipidemia; Internal medicine; Clinical nutrition; Lipidology; Cancer; Cholesterol; Gastroenterology; Apolipoprotein B; Endocrinology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002573901,0.0001563831,0.0002129777,0.00009230932,0.0002092217,0.00003001972,0.00004741403,0.00005726685,0.000003113708],"category_scores_gemma":[0.00006076467,0.0001478684,0.0000470814,0.00017793,0.00002229148,0.00001468426,0.00004629029,0.00006914639,0.000001306127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004743728,"about_ca_system_score_gemma":0.0004058504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009757899,"about_ca_topic_score_gemma":0.0004997397,"domain_scores_codex":[0.9987128,0.0002245775,0.0002262034,0.0003861819,0.0001151293,0.0003351297],"domain_scores_gemma":[0.9991109,0.00001561937,0.00007795573,0.0001518301,0.00002040181,0.0006232973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007280055,0.0006559663,0.9784723,0.0002477585,0.00005016232,0.00000207193,0.002820895,0.00003690798,0.0009322714,0.00004040345,0.001786344,0.01422691],"study_design_scores_gemma":[0.007493433,0.002536539,0.960732,0.00006624528,0.0001217923,9.926696e-7,0.002832092,0.0003057671,0.00007601389,0.0001499068,0.02515306,0.0005321871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916082,0.005587371,0.000005571613,0.0003126181,0.001451586,0.0008627414,0.0001199096,0.00002714616,0.00002482923],"genre_scores_gemma":[0.987612,0.003685529,0.00002669924,0.0004017604,0.007402584,0.0004091152,0.0001963124,0.00001787559,0.0002481336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02336672,"threshold_uncertainty_score":0.6029897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643906809403247,"score_gpt":0.3206263758077988,"score_spread":0.3041873077137663,"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."}}