{"id":"W4406090985","doi":"10.58931/cdet.2024.2332","title":"Treatment of Obesity in Individuals with Type 1 Diabetes","year":2024,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Faisal Specialist Hospital and Research Centre; King Fahad Medical City; Royal College of Physicians and Surgeons of Canada","keywords":"Type 2 diabetes; Obesity; Diabetes mellitus; Medicine; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001175632,0.0002365359,0.0005210559,0.00119871,0.00004744775,0.00003328002,0.0001586338,0.0001107951,0.0005658648],"category_scores_gemma":[0.00005127926,0.0001775283,0.00008281814,0.0008203643,0.0002756515,0.00008999107,0.00003606591,0.0002028212,0.0001712499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003837869,"about_ca_system_score_gemma":0.0006064384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002387092,"about_ca_topic_score_gemma":0.01191213,"domain_scores_codex":[0.9978405,0.00006912883,0.0002555893,0.0004222309,0.0001928827,0.001219666],"domain_scores_gemma":[0.9989914,0.000159011,0.00002967955,0.0003827586,0.00007121934,0.0003659498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007197257,0.0001364639,0.9585336,0.0002174996,0.0004386573,0.0003402977,0.0001600714,0.00000489841,0.0004327428,0.001252699,0.001577349,0.03689848],"study_design_scores_gemma":[0.001704435,0.002818205,0.799753,0.0003550591,0.0002638755,0.000004826919,0.00009989661,0.0002817801,0.008615227,0.0004541408,0.1853376,0.0003118932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773025,0.007000368,2.565288e-7,0.002426306,0.0002431537,0.0005881892,0.00004055604,0.0000685846,0.01233012],"genre_scores_gemma":[0.9949229,0.0002268267,0.000122586,0.0002360773,0.00008546864,0.00008091364,0.00009563044,0.00003828232,0.004191305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1837603,"threshold_uncertainty_score":0.7239393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688985425228764,"score_gpt":0.2703693265931024,"score_spread":0.2534794723408148,"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."}}