{"id":"W4249697731","doi":"10.26522/tl.v3i1.57","title":"Managing Diabetes","year":2005,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Curriculum; Medical education; Medicine; Psychology; Pedagogy; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005711911,0.00005210628,0.00007555338,0.0000706134,0.0002313445,0.00003509011,0.00001831197,0.00001589108,0.00005492365],"category_scores_gemma":[0.0001280561,0.00004767872,0.00001737865,0.00002881037,0.00001156993,0.00008835448,0.00001859784,0.0004098351,0.00004845135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001493328,"about_ca_system_score_gemma":0.000003511818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008980426,"about_ca_topic_score_gemma":3.646063e-7,"domain_scores_codex":[0.9995798,0.00005352531,0.00006337871,0.0001021773,0.00006179333,0.0001392594],"domain_scores_gemma":[0.999824,0.000046035,0.00002253498,0.00005651675,0.000005551784,0.0000453673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002610224,0.00002336638,0.1278515,0.00004321125,0.00001831605,4.612162e-7,0.001813526,0.00009560987,0.0005647825,0.0004140167,0.0009712789,0.8682013],"study_design_scores_gemma":[0.0007513022,0.0001747765,0.2056055,0.0002585774,0.0001375975,0.000003329597,0.002739597,0.03889523,0.000166431,0.00020335,0.7508396,0.0002246705],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239866,0.0002905008,0.0001253708,0.004347529,0.00004192003,0.00004170278,1.765329e-8,0.0001248906,0.07104154],"genre_scores_gemma":[0.9799809,0.00001314305,0.002709058,0.0006564926,0.0003002303,0.000002610603,0.000007096635,0.000009404875,0.01632103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8679766,"threshold_uncertainty_score":0.1944282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010606768117442,"score_gpt":0.2639140438164144,"score_spread":0.2533072756989724,"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."}}