{"id":"W4309935806","doi":"10.20944/preprints202211.0469.v1","title":"Knowledge of Diabetes among Adults at High Risk for Type 2 Diabetes in Kerala, India","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Type 2 diabetes; Quarter (Canadian coin); Scale (ratio); Gerontology; Environmental health; Endocrinology; Geography","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":[0.0003284311,0.000206272,0.0003391436,0.001049446,0.0006454936,0.001034402,0.0003531441,0.0003107394,0.001331864],"category_scores_gemma":[0.001190137,0.0002434528,0.0002888132,0.001337688,0.0003329682,0.0004748586,0.0005331,0.0005626407,0.0002416527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004663557,"about_ca_system_score_gemma":0.0008473804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04497211,"about_ca_topic_score_gemma":0.03789965,"domain_scores_codex":[0.9996477,0.00007989717,0.00003098651,0.00005497409,0.000070894,0.0001155299],"domain_scores_gemma":[0.9993795,0.0001272989,0.0002166391,0.00003095773,0.0000868883,0.0001587183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002550411,0.0001312572,0.9953518,0.00002423645,0.00002917244,0.0001428111,0.001669894,0.00002206228,0.0001383366,0.00002706207,0.0001455758,0.002292175],"study_design_scores_gemma":[0.000003470881,0.00006559468,0.9974657,0.00001160633,0.00002138424,0.0001757931,0.001978661,0.00005029423,0.00003113853,0.00001502485,0.0001767265,0.000004635273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990752,0.0001006821,0.00002006692,0.0001113566,0.000002697155,0.0000059915,0.0001259228,0.000002517009,0.0005554703],"genre_scores_gemma":[0.9995162,0.0001320814,0.00003040881,0.00006911274,0.000006066295,0.000005823643,0.0000830647,6.842464e-7,0.000156534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04497211,"threshold_uncertainty_score":0.08942074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06060897992397717,"score_gpt":0.3362751614654955,"score_spread":0.2756661815415183,"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."}}