{"id":"W3156629981","doi":"","title":"Combined Healthy Lifestyle Behaviors: Metabolomic Effects and Implications for Type 2 Diabetes Prevention","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Type 2 diabetes; Metabolomics; Medicine; Diabetes mellitus; Psychology; Gerontology; Bioinformatics; Biology; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001201486,0.0002032095,0.0004604762,0.002308088,0.0003289259,0.00153712,0.0001657929,0.0003444352,0.002866439],"category_scores_gemma":[0.003195029,0.0001094729,0.0005451449,0.00350757,0.0003029295,0.0007968502,0.0005701673,0.0003294076,0.000218287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004711636,"about_ca_system_score_gemma":0.001240754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002884669,"about_ca_topic_score_gemma":0.008418528,"domain_scores_codex":[0.9996548,0.0001675242,0.00004795041,0.00004301224,0.00006254568,0.00002425535],"domain_scores_gemma":[0.998713,0.0007044952,0.0003799501,0.00003362566,0.0001207368,0.00004829607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005569098,0.0002606751,0.1736613,0.02788152,0.001947527,0.0004703437,0.00289902,0.000285668,0.002288046,0.004344854,0.004431963,0.7809723],"study_design_scores_gemma":[0.0001037905,0.000715451,0.8073183,0.03438791,0.00472066,0.001900119,0.008037445,0.0005531685,0.002067185,0.0112615,0.1288494,0.00008510008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1298373,0.8509519,0.001091136,0.006509321,0.0002763986,0.00006531147,0.001417328,0.0000158212,0.00983551],"genre_scores_gemma":[0.3843507,0.6069925,0.004337588,0.001255078,0.0003381724,0.00008026065,0.000682058,0.000008600497,0.001955153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002884669,"threshold_uncertainty_score":0.009589195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03774867291081437,"score_gpt":0.3675755706294404,"score_spread":0.329826897718626,"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."}}