{"id":"W4403098784","doi":"10.7759/cureus.70768","title":"Understanding Insulin Resistance in NAFLD: A Systematic Review and Meta-Analysis Focused on HOMA-IR in South Asians","year":2024,"lang":"en","type":"review","venue":"Cureus","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Insulin resistance; Meta-analysis; Internal medicine; Resistance (ecology); Insulin","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":[0.01361049,0.002818264,0.02011306,0.009793706,0.0007449399,0.003542658,0.002131255,0.002371196,0.003487356],"category_scores_gemma":[0.03168061,0.001388767,0.0325704,0.01089924,0.0007268708,0.002175841,0.001847152,0.001766543,0.0002933748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002232233,"about_ca_system_score_gemma":0.00524366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006766549,"about_ca_topic_score_gemma":0.01772468,"domain_scores_codex":[0.9914162,0.003279012,0.003133853,0.0009003822,0.0009566264,0.0003139849],"domain_scores_gemma":[0.9816594,0.01353448,0.002617769,0.0004361247,0.001539024,0.0002133239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008069298,0.00003047083,0.005316882,0.672953,0.3035133,0.00018782,0.0001588411,0.00035887,0.0002044333,0.0001600472,0.0006410879,0.0156684],"study_design_scores_gemma":[0.0002953161,0.0001492546,0.005187035,0.07892206,0.9128825,0.000136179,0.00008565715,0.0001574224,0.00009091343,0.0002038592,0.001859473,0.0000303633],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002651424,0.9961145,0.0002863093,0.0001731074,0.00008759129,0.0002142046,0.0003244219,0.00001158712,0.0001369165],"genre_scores_gemma":[0.07332296,0.9220266,0.001709437,0.0008093279,0.0002250535,0.001067505,0.0006259142,0.00001879774,0.0001944224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02011306,"threshold_uncertainty_score":0.07198006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2783849170241642,"score_gpt":0.3819995006818872,"score_spread":0.103614583657723,"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."}}