{"id":"W2138459936","doi":"10.1002/pdi.1923","title":"Dermatoglyphics in diabetes: a prospective diagnostic aid and early preventive tool","year":2015,"lang":"en","type":"article","venue":"Practical Diabetes","topic":"Dermatoglyphics and Human Traits","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Dermatoglyphics; Prospective cohort study; Intensive care medicine; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.000386813,0.0002119127,0.0002448383,0.00006700308,0.00005711638,0.0001163791,0.0001146757,0.0001794936,0.00001052631],"category_scores_gemma":[0.003251359,0.0002038795,0.00005514599,0.0001136384,0.0001841713,0.00003821386,0.0001886574,0.0002565703,0.00003184507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002210112,"about_ca_system_score_gemma":0.0001165557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004371272,"about_ca_topic_score_gemma":0.0000164729,"domain_scores_codex":[0.9984964,0.0001365139,0.0002764085,0.0004407076,0.0002055816,0.0004444057],"domain_scores_gemma":[0.9990622,0.0002753513,0.00008953788,0.0002325503,0.0001359145,0.000204391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000387234,0.000321719,0.9883853,0.00006150461,0.00009286567,0.00002103332,0.0003218574,0.000004210713,0.004980267,0.003523326,0.001518644,0.0007305393],"study_design_scores_gemma":[0.003647769,0.001090073,0.9034483,0.000162575,0.0001174597,0.00001656033,0.0002217011,0.0004085513,0.04588211,0.02645685,0.01758772,0.0009603646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958443,0.001286992,0.00006165367,0.0006127522,0.00008953554,0.0004134746,0.00001508622,0.00002035641,0.001655831],"genre_scores_gemma":[0.9982978,0.0000880126,0.0006765385,0.0005045867,0.0001232128,0.0001482063,0.00002136109,0.00003130977,0.0001090066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08493704,"threshold_uncertainty_score":0.8313965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653379807629241,"score_gpt":0.2750128147138223,"score_spread":0.2584790166375299,"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."}}