{"id":"W2963747257","doi":"","title":"Investigating the Association Between Genetic Variants and Response to a One-Year Lifestyle Intervention Targeting Metabolic Syndrome","year":2019,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Association (psychology); Metabolic syndrome; Genetic association; Medicine; Genome-wide association study; Genetics; Bioinformatics; Biology; Psychology; Internal medicine; Obesity; Single-nucleotide polymorphism; Gene; Genotype; Psychiatry; Psychotherapist","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":[0.0008394343,0.0001444168,0.0002297283,0.0002606898,0.0002075909,0.0003548213,0.0002004547,0.0002734199,0.001543907],"category_scores_gemma":[0.002258196,0.00008608984,0.0003086922,0.0004211296,0.0001107039,0.00009020406,0.0001709181,0.0003634835,0.0002506896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005201984,"about_ca_system_score_gemma":0.001030123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438478,"about_ca_topic_score_gemma":0.02434229,"domain_scores_codex":[0.9997259,0.00007186923,0.0000139162,0.00007703725,0.00007049367,0.00004068779],"domain_scores_gemma":[0.9992113,0.0003521694,0.000159888,0.00003834218,0.0001300927,0.0001082614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001687146,0.0007528503,0.912351,0.0001563878,0.0006341329,0.0001297061,0.000779404,0.0006236639,0.006930042,0.0003238384,0.001350377,0.07428147],"study_design_scores_gemma":[0.00002880774,0.0006323218,0.9966593,0.00003353812,0.0001423826,0.00004177905,0.0001839367,0.0003191929,0.000991464,0.00008899112,0.0008721439,0.000006070216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973525,0.0005548992,0.0003238693,0.0002434884,0.00001683478,0.0000323298,0.0004570645,0.000008023612,0.001010925],"genre_scores_gemma":[0.9937232,0.0008799781,0.001059619,0.000150672,0.00001736557,0.00004620333,0.0006802136,0.000005916689,0.00343681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01438478,"threshold_uncertainty_score":0.02860212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009761626093804772,"score_gpt":0.2264878961103418,"score_spread":0.2167262700165371,"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."}}