{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000774361,0.0003662216,0.0003069194,0.000672325,0.0009239545,0.001466927,0.0006477056,0.001442753,0.0585852],"category_scores_gemma":[0.002975443,0.0001072587,0.0004322549,0.0004703238,0.0002001283,0.0009209167,0.001307304,0.001947928,0.02351081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006546099,"about_ca_system_score_gemma":0.00144674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773724,"about_ca_topic_score_gemma":0.00296217,"domain_scores_codex":[0.9994666,0.0001065687,0.00004944246,0.00006071292,0.0001849909,0.0001316317],"domain_scores_gemma":[0.9986303,0.0001279178,0.0001271137,0.00006350888,0.0003425283,0.0007087397],"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":[0.0000937685,0.0002705081,0.005993769,0.0002903773,0.000028513,0.0007672941,0.0001435907,0.00004929975,0.0006210129,0.002108226,0.386404,0.6032296],"study_design_scores_gemma":[0.0000499668,0.0001497053,0.005851521,0.0007627544,0.00003948167,0.002517014,0.0003187393,0.00006156592,0.0002539501,0.00210976,0.987872,0.00001340372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01821669,0.1024294,0.004961951,0.1525921,0.02116104,0.0004161931,0.001204172,0.0009260969,0.6980923],"genre_scores_gemma":[0.1577535,0.1601383,0.01428103,0.1142723,0.01902729,0.000497068,0.003251114,0.0002010818,0.5305783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0585852,"threshold_uncertainty_score":0.195987,"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."}}