{"id":"W4309924756","doi":"10.54097/hset.v19i.2696","title":"The Role of High Fat Diet in Metabolic Diseases: An Inspection of Canadian Population","year":2022,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Obesity; Metabolic syndrome; Environmental health; Population; Disease; Medicine; Diabetes mellitus; Biotechnology; Food science; Biology; Endocrinology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007226508,0.0004015055,0.0003421124,0.00431545,0.002528494,0.001139244,0.0008008903,0.00038889,0.002782475],"category_scores_gemma":[0.001293307,0.0002249279,0.001063633,0.009972431,0.0004341856,0.0003587188,0.0009709141,0.0005862916,0.0002947474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01587028,"about_ca_system_score_gemma":0.02908042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933903,"about_ca_topic_score_gemma":0.9943341,"domain_scores_codex":[0.9991843,0.00003998446,0.00005762866,0.00008605106,0.0004457347,0.0001862616],"domain_scores_gemma":[0.9985997,0.00003530748,0.0001447753,0.00003185634,0.0009516425,0.0002367749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001354312,0.00002811462,0.9493701,0.0003102973,0.0001095803,0.0002882275,0.001426223,0.0001292441,0.0004774727,0.0003634193,0.0072441,0.04011768],"study_design_scores_gemma":[0.00000284829,0.00001549236,0.9938197,0.00005060664,0.00005362302,0.0001397555,0.0009081071,0.0001189263,0.00004722013,0.00003435724,0.004796127,0.00001333031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159433,0.02802707,0.0007792729,0.005016339,0.0001698353,0.0001993439,0.02753551,0.0001717226,0.02215771],"genre_scores_gemma":[0.9745565,0.01461126,0.0009780041,0.0004530474,0.00004064725,0.00003522379,0.004647282,0.00002667782,0.004651384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01587028,"threshold_uncertainty_score":0.1151474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004532273999841719,"score_gpt":0.2093033265194517,"score_spread":0.20477105251961,"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."}}