{"id":"W2963843001","doi":"10.2174/1573399815666190716130324","title":"Pulmonary Pathology Among Patients with Type 2 Diabetes Mellitus: An Updated Systematic Review and Meta-analysis","year":2019,"lang":"en","type":"review","venue":"Current Diabetes Reviews","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Diabetes mellitus; Type 2 Diabetes Mellitus; Type 2 diabetes; MEDLINE; Internal medicine; Intensive care medicine; Pathology; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001999419,0.001780207,0.02657011,0.0009145111,0.0001295066,0.0001020429,0.0008294965,0.0003911063,0.002025849],"category_scores_gemma":[0.0005115485,0.001002989,0.004123711,0.003158219,0.000440202,0.0004040437,0.0004156248,0.001234206,0.0006032729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758465,"about_ca_system_score_gemma":0.0003574992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001789874,"about_ca_topic_score_gemma":0.000001383311,"domain_scores_codex":[0.9886768,0.003805913,0.003116137,0.002170205,0.001010389,0.001220571],"domain_scores_gemma":[0.9922708,0.0003154213,0.002315455,0.003450894,0.0007532619,0.0008942063],"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":[0.000003138774,0.000465105,0.002830268,0.8789542,0.05630205,0.00001908598,0.000006337853,6.307805e-8,3.197875e-8,0.000003879252,0.0004315388,0.06098425],"study_design_scores_gemma":[0.0001713955,0.0001561314,0.0005712777,0.1086441,0.7043189,0.000005351171,0.000002000769,0.00001721341,5.583658e-8,0.000003608813,0.1853733,0.0007366795],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00016161,0.9766954,0.000001128857,0.00002024049,0.0001661167,0.02201722,0.0007563487,0.00008282404,0.00009915997],"genre_scores_gemma":[0.00002668687,0.9815925,0.00005548565,0.000206051,0.00006962481,0.003140304,0.01438756,0.0002037825,0.000318041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7703101,"threshold_uncertainty_score":0.9994943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08207243899710416,"score_gpt":0.3647026725472606,"score_spread":0.2826302335501564,"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."}}