{"id":"W2066890359","doi":"10.2217/17460875.2.4.455","title":"Lipid-Induced β-cell Dysfunction And Oxidative Stress","year":2007,"lang":"en","type":"article","venue":"Future Lipidology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canada Research Chairs","funders":"","keywords":"Lipotoxicity; Insulin resistance; Oxidative stress; Endocrinology; Internal medicine; Type 2 diabetes; Adipose tissue; Insulin; Diabetes mellitus; Chemistry; Biology; Medicine","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":[0.0002860051,0.000452566,0.0003827536,0.0005463671,0.0002655149,0.0005438661,0.0002996855,0.0005636208,0.001657334],"category_scores_gemma":[0.0001330687,0.0001194987,0.000275532,0.000351828,0.000342741,0.0005140001,0.0004466069,0.0005547574,0.0003905968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002802398,"about_ca_system_score_gemma":0.00022846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001840055,"about_ca_topic_score_gemma":0.0002433744,"domain_scores_codex":[0.9998697,0.00003247816,0.00001265941,0.00002029267,0.00003606151,0.00002878567],"domain_scores_gemma":[0.9998893,0.00001923025,0.0000418864,0.000005496374,0.00002630499,0.00001779747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001383543,0.0005335865,0.0125631,0.007305651,0.0002989591,0.009070543,0.0005314123,0.0006390554,0.55504,0.01313019,0.004455212,0.3950487],"study_design_scores_gemma":[0.000202088,0.005484594,0.1125043,0.002164275,0.0006672799,0.04629442,0.001665192,0.0011135,0.4664356,0.03116871,0.3321579,0.0001421263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1748381,0.804003,0.006414825,0.002876924,0.0007833148,0.00004568714,0.0001360283,0.00008469122,0.01081735],"genre_scores_gemma":[0.363755,0.6231785,0.003224964,0.001083126,0.0008718632,0.00004235109,0.0001285278,0.00001053216,0.007705073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001657334,"threshold_uncertainty_score":0.005544364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014116283509438,"score_gpt":0.2578856752142218,"score_spread":0.2437693917047838,"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."}}