{"id":"W6939548740","doi":"10.6084/m9.figshare.22603156.v1","title":"Additional file 4 of Plasma lipidomic profiling reveals metabolic adaptations to pregnancy and signatures of cardiometabolic risk: a preconception and longitudinal cohort study","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Pregnancy; Cohort; Cohort study; Obesity; Postpartum period; Profiling (computer programming)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001479171,0.001437852,0.001604066,0.001408583,0.0009437883,0.001862298,0.002267276,0.002078659,0.3219141],"category_scores_gemma":[0.01548141,0.0006354431,0.001883068,0.002809463,0.0002831219,0.001019094,0.001406219,0.001351268,0.04883523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009287959,"about_ca_system_score_gemma":0.00177816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01748308,"about_ca_topic_score_gemma":0.03102726,"domain_scores_codex":[0.9992532,0.0001440861,0.000121783,0.0002640506,0.00009554145,0.0001212986],"domain_scores_gemma":[0.9942656,0.0034301,0.000603986,0.0006749479,0.0007178558,0.0003074437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008583133,0.0001035818,0.01711444,0.004894556,0.0005084172,0.0001289489,0.0001035328,0.0007450832,0.0002964545,0.0006329138,0.9692789,0.005334739],"study_design_scores_gemma":[0.01095131,0.0005218514,0.1509814,0.006315781,0.002093164,0.0009526936,0.0006443177,0.002626307,0.001273546,0.008686394,0.8146654,0.0002877937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002411197,0.00003057593,0.00006092533,0.00003952029,0.000007976541,0.00001556503,0.9994408,0.00004287887,0.0001206128],"genre_scores_gemma":[0.004848597,0.0001078456,0.0009506667,0.0002382158,0.00003054453,0.0007644995,0.9909549,0.0001152674,0.001989334],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3219141,"threshold_uncertainty_score":0.9672072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660750011192338,"score_gpt":0.2469294544135348,"score_spread":0.2203219543016114,"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."}}