{"id":"W3025708329","doi":"10.22462/9.10.2017.1","title":"An open letter to the American Diabetes Association board of directors: Special commentary","year":2017,"lang":"en","type":"letter","venue":"Undersea and Hyperbaric Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Association","funders":"","keywords":"Association (psychology); Gerontology; Psychology; Medicine; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007658182,0.001401565,0.002685348,0.001467244,0.008198039,0.009419586,0.003641178,0.09626994,0.01552005],"category_scores_gemma":[0.05698875,0.001306181,0.002271072,0.001625846,0.005847279,0.004858082,0.003670662,0.06747883,0.01271542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058404,"about_ca_system_score_gemma":0.0193572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289093,"about_ca_topic_score_gemma":0.01762381,"domain_scores_codex":[0.9861456,0.003346837,0.001603154,0.001458245,0.005084815,0.002361357],"domain_scores_gemma":[0.9724694,0.01100754,0.002878814,0.0007404428,0.006981516,0.005922211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001998307,0.00001354629,0.0001431941,0.00001791146,0.000005501642,0.0002205425,0.0000349124,0.00001113549,0.00002335513,0.0005691715,0.9977996,0.001141018],"study_design_scores_gemma":[0.00009941328,0.00002847364,0.0008278683,0.0004380237,0.00003581852,0.0004963225,0.0004691074,0.0001479929,0.000107906,0.00300154,0.99428,0.00006746659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001226163,0.0008078513,0.00003399967,0.9460102,0.04987394,0.00001119039,0.00005437641,0.00002044599,0.003065418],"genre_scores_gemma":[0.001191815,0.0006777241,0.00007526283,0.9371956,0.05578861,0.00003452092,0.00003631007,0.00002830097,0.004971971],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09626994,"threshold_uncertainty_score":0.07679296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327920588476882,"score_gpt":0.3081607607752512,"score_spread":0.275368701927563,"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."}}