{"id":"W3120396497","doi":"10.1007/s11306-020-01760-5","title":"Distinctive metabolic profiles between Cystic Fibrosis mutational subclasses and lung function","year":2021,"lang":"en","type":"article","venue":"Metabolomics","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; University of Alberta","funders":"","keywords":"Metabolomics; Cystic fibrosis; Glutamine; Glutathione; Amino acid; Metabolome; Cystic fibrosis transmembrane conductance regulator; Biology; Metabolism; Internal medicine; Biochemistry; Endocrinology; Chemistry; Medicine; Bioinformatics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002891923,0.0002947002,0.000527947,0.001104616,0.0003290881,0.000832039,0.0001744349,0.0004355992,0.001963018],"category_scores_gemma":[0.001124684,0.0001053558,0.0004339993,0.0007282735,0.0002590414,0.0003139219,0.000546283,0.0004210408,0.0003562891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002137031,"about_ca_system_score_gemma":0.00015528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336262,"about_ca_topic_score_gemma":0.001414076,"domain_scores_codex":[0.9997881,0.0000353971,0.00002443314,0.00006610451,0.00003475082,0.00005113361],"domain_scores_gemma":[0.9994683,0.0001125945,0.0001809608,0.00004874904,0.0000839096,0.000105496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003003833,0.000104517,0.8782431,0.00007592952,0.0003962882,0.000531985,0.0003169173,0.0002083037,0.09586278,0.0004720843,0.0003773946,0.0204068],"study_design_scores_gemma":[0.000007998467,0.000159831,0.9949705,0.00001733586,0.00006703488,0.0006756319,0.0003262074,0.0003526174,0.002385685,0.0004441655,0.0005834306,0.0000096661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971927,0.0008007816,0.0003271917,0.00012441,0.00001214851,0.000006686114,0.0006498405,0.00001143733,0.0008749635],"genre_scores_gemma":[0.9984089,0.0002062209,0.0002133697,0.00007460277,0.00001738001,0.000006720694,0.0007024304,0.000009931025,0.0003604703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001963018,"threshold_uncertainty_score":0.006566942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674877235600087,"score_gpt":0.2985752931495002,"score_spread":0.2818265207934993,"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."}}