{"id":"W2139152163","doi":"10.2337/diacare.28.2.343","title":"β-Score","year":2005,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Capital District Health Authority","funders":"","keywords":"Medicine; Islet; Transplantation; Glycemic; Insulin; Internal medicine; Diabetes mellitus; C-peptide; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000274507,0.0000882692,0.0001648564,0.00005495773,0.00003752652,0.00001071096,0.00003524866,0.00005172763,0.0007843242],"category_scores_gemma":[0.00007465857,0.00007296792,0.00007807837,0.00009873677,0.00002920616,0.00004887711,0.0000145047,0.00007579949,0.001863909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004748847,"about_ca_system_score_gemma":0.00003033021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.637401e-7,"about_ca_topic_score_gemma":6.636732e-7,"domain_scores_codex":[0.9994217,0.000008407975,0.0001020875,0.0001386973,0.0001280286,0.0002011274],"domain_scores_gemma":[0.9995408,0.00003185198,0.00001960383,0.0002045706,0.0000789265,0.0001242668],"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":[0.000008306553,0.00003032255,0.9325243,0.00008012732,0.00002956174,0.000002279686,0.0003035071,0.000003989451,0.007388921,0.0001286752,0.01282149,0.04667848],"study_design_scores_gemma":[0.001895475,0.0002617913,0.3660431,0.0001463098,0.0001555976,0.000002885649,0.0009637772,0.0003172204,0.1213565,0.00004191812,0.508581,0.000234484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248363,0.001455859,0.000002641304,0.0007090333,0.0001155719,0.0001109636,0.00001112605,0.0001340276,0.07262452],"genre_scores_gemma":[0.9939513,0.00001028938,0.0007379754,0.003422544,0.0003912561,0.00001895928,0.0000801565,0.00001458449,0.001372968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5664813,"threshold_uncertainty_score":0.9989132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307396818289581,"score_gpt":0.2414470209865472,"score_spread":0.2283730528036514,"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."}}