{"id":"W2806616937","doi":"10.12688/gatesopenres.12822.1","title":"Metabolic profiles derived from residual blood spot samples: A longitudinal analysis","year":2018,"lang":"en","type":"preprint","venue":"Gates Open Research","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Newborn Screening Ontario; Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"Bill and Melinda Gates Foundation","keywords":"Residual; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002664747,0.0003320695,0.0003540026,0.000582499,0.000538405,0.0005842244,0.0003510681,0.0003094893,0.000577396],"category_scores_gemma":[0.003125094,0.0002045344,0.0003245887,0.0007996545,0.0002485522,0.0002923888,0.0004217761,0.0005137278,0.0003296486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004948169,"about_ca_system_score_gemma":0.000790207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036464,"about_ca_topic_score_gemma":0.009523611,"domain_scores_codex":[0.9990177,0.0002654595,0.00007958498,0.0002314718,0.0003134784,0.00009235965],"domain_scores_gemma":[0.9977404,0.0002707552,0.0005080365,0.0003797249,0.0009672841,0.0001338444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001301593,0.0002936342,0.9653839,0.00004972375,0.0002133801,0.0001636148,0.0005473613,0.0001852235,0.01119833,0.0000678154,0.0005138767,0.02008163],"study_design_scores_gemma":[0.00001459496,0.001479116,0.9910929,0.00001889711,0.000144509,0.0003653635,0.0003225418,0.000752923,0.004539893,0.00003849781,0.001214209,0.00001666648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961222,0.0002379566,0.001934024,0.00002386879,0.000009309148,0.00006799118,0.001211251,0.00001636053,0.0003771737],"genre_scores_gemma":[0.9913371,0.0002116668,0.003985154,0.00005571746,0.00001271671,0.0001330701,0.003472754,0.00001760827,0.0007741456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036464,"threshold_uncertainty_score":0.02060866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215592703688521,"score_gpt":0.397148836928691,"score_spread":0.275589566559839,"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."}}