{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.002574458,0.0005360605,0.001228054,0.0006368709,0.000520208,0.0008283532,0.002912856,0.0005604826,0.0009113956],"category_scores_gemma":[0.0009884546,0.0004744467,0.0004230314,0.0009411779,0.0006303219,0.000009033448,0.01357048,0.000903483,0.00008527982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002889739,"about_ca_system_score_gemma":0.0005597214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007217568,"about_ca_topic_score_gemma":0.002566438,"domain_scores_codex":[0.9946018,0.0008095004,0.0006086607,0.00209644,0.0008431189,0.001040512],"domain_scores_gemma":[0.9961741,0.0001552335,0.000262381,0.002103515,0.001043476,0.0002612933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00109643,0.0008221617,0.2303754,0.0001642599,0.0369235,0.00007461476,0.0003964844,0.00007450554,0.7069262,0.001247688,0.02085481,0.001043949],"study_design_scores_gemma":[0.00119657,0.0004505176,0.2379605,0.00007210817,0.002602316,0.000004169294,0.0004366969,0.00004970033,0.7235929,0.004841874,0.02781337,0.0009792842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775422,0.01545081,0.0002075077,0.0005326239,0.0002076212,0.001438908,0.001566217,0.00001965415,0.00303448],"genre_scores_gemma":[0.9678259,0.01048247,0.01249724,0.00005181458,0.001533151,0.0007292572,0.004508733,0.00008129849,0.002290089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03432119,"threshold_uncertainty_score":0.9997707,"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."}}