{"id":"W7115810172","doi":"","title":"Fecal metabolomic analysis of irritable bowel syndrome using multisegment injection-capillary electrophoresis-mass spectrometry","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metabolome; Metabolomics; Irritable bowel syndrome; Metabolite; Feces; Biomarker discovery; Constipation; Biomarker; Microbiome","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000610492,0.0005784561,0.0005160017,0.0008897214,0.0003156821,0.0007069275,0.0003096455,0.0005260505,0.000705691],"category_scores_gemma":[0.001016695,0.0001872132,0.0005003079,0.0008042101,0.0003050937,0.0002239649,0.0003938513,0.0005312524,0.0002703848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000261732,"about_ca_system_score_gemma":0.000476771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192014,"about_ca_topic_score_gemma":0.002434995,"domain_scores_codex":[0.9994631,0.00009836862,0.00003153522,0.0001710454,0.0001895761,0.00004635884],"domain_scores_gemma":[0.9995891,0.0001040179,0.0001118565,0.00003851701,0.0001252554,0.00003122179],"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":[0.0008088633,0.0001498011,0.02165164,0.0003292509,0.0002194717,0.0001803162,0.00020596,0.0003683761,0.9434916,0.0002070336,0.0003570709,0.03203056],"study_design_scores_gemma":[0.00006044432,0.002077429,0.1776366,0.0001212496,0.0005423428,0.002388678,0.0003299624,0.008934885,0.8017644,0.0004070611,0.005605107,0.0001319208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516811,0.006475415,0.03729418,0.0002938983,0.0001171215,0.0002126374,0.002188076,0.0004768608,0.001260723],"genre_scores_gemma":[0.9205387,0.004750159,0.06961697,0.0005907385,0.00007216988,0.0002840544,0.002180405,0.00008026729,0.001886529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001192014,"threshold_uncertainty_score":0.003228605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008226976316687075,"score_gpt":0.2220781746413069,"score_spread":0.2138511983246198,"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."}}