{"id":"W2334786722","doi":"10.1111/j.1753-0407.2010.00097.x","title":"<i>Journal of Diabetes</i> NEWS","year":2010,"lang":"fr","type":"article","venue":"Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Internal medicine; Family 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002004079,0.0004593001,0.001466982,0.0006607044,0.00008423098,0.0001316296,0.0005883698,0.0003067603,0.001181314],"category_scores_gemma":[0.0008425865,0.000357035,0.001004907,0.0004317446,0.0003264368,0.0008413329,0.0001218824,0.001482135,0.0001185616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699402,"about_ca_system_score_gemma":0.000403684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004481106,"about_ca_topic_score_gemma":0.00001160045,"domain_scores_codex":[0.9957154,0.0001598676,0.001905132,0.0001984257,0.001009427,0.001011744],"domain_scores_gemma":[0.9948151,0.0005124816,0.002425235,0.0004340756,0.0009945788,0.000818598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004876078,0.002096435,0.5827923,0.0006510743,0.003379526,0.0002129082,0.000323363,0.00002341987,0.05577124,0.0007618169,0.1334586,0.2204806],"study_design_scores_gemma":[0.0113885,0.008906184,0.08667492,0.004105407,0.00822427,0.000074275,0.00064202,0.0001600999,0.06133189,0.002376902,0.8154479,0.0006675801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242348,0.04139345,0.00002099322,0.008368673,0.0205421,0.0002467283,0.00001560849,0.00001072567,0.005166904],"genre_scores_gemma":[0.9722128,0.0020615,0.004937897,0.002087064,0.01117399,0.000003538436,0.000005196355,0.00009506531,0.007422952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6819894,"threshold_uncertainty_score":0.9998882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008737442499982566,"score_gpt":0.242833616300215,"score_spread":0.2340961738002324,"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."}}