{"id":"W4214502302","doi":"10.3390/metabo12030206","title":"Lipidomic Profiling Identifies Serum Lipids Associated with Persistent Multisite Musculoskeletal Pain","year":2022,"lang":"en","type":"article","venue":"Metabolites","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Health and Medical Research Council; Arthritis Australia; Arthritis Foundation of Australia","keywords":"Profiling (computer programming); Lipidomics; Medicine; Bioinformatics; Biology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001724225,0.0002476039,0.0004959232,0.0002587826,0.0004565769,0.00005927654,0.0002114754,0.00006538392,0.001451753],"category_scores_gemma":[0.0003992019,0.0002024664,0.0003518287,0.0006412166,0.0001346986,0.000118683,0.0002101843,0.000592833,0.00004326905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002774318,"about_ca_system_score_gemma":0.0002521013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005541582,"about_ca_topic_score_gemma":0.000002954538,"domain_scores_codex":[0.996909,0.0006230313,0.0003208619,0.0004696304,0.001012681,0.0006648226],"domain_scores_gemma":[0.9988867,0.0002354246,0.0001114164,0.0004203792,0.0001496794,0.0001964058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001098908,0.003533128,0.5704808,0.008198202,0.004549564,0.0006148492,0.004449234,0.001023281,0.3864734,0.0006976391,0.006473679,0.01240741],"study_design_scores_gemma":[0.04255289,0.01971468,0.7097943,0.002223509,0.004802865,0.0008502391,0.0463038,0.03877897,0.108288,0.0002843853,0.02229569,0.004110593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926413,0.005127938,0.00003922617,0.0005633708,0.0002182605,0.0006887848,0.00006694249,0.0001519569,0.0005022503],"genre_scores_gemma":[0.9901619,0.0000446509,0.0004948814,0.00003468531,0.00008103774,0.0002139976,0.0002699097,0.00006003596,0.008638898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2781853,"threshold_uncertainty_score":0.9994611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662208606535967,"score_gpt":0.2710093702746312,"score_spread":0.2543872842092715,"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."}}