{"id":"W3150971624","doi":"10.1016/j.pcd.2021.03.001","title":"Overcoming psychological insulin resistance: A practical guide for healthcare professionals","year":2021,"lang":"en","type":"article","venue":"Primary care diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Eli Lilly Japan; MSD K.K.; Mitsubishi Tanabe Pharma Corporation; Novo Nordisk; Sanofi; Astellas Pharma US; Eli Lilly and Company","keywords":"Medicine; Health professionals; Insulin resistance; Resistance (ecology); Insulin; Type 2 diabetes; Health care; Diabetes mellitus; Nursing; Intensive care medicine; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005086577,0.0001852686,0.0004546578,0.0001000385,0.0001860344,0.00005768621,0.0001210647,0.0001764172,0.0001675218],"category_scores_gemma":[0.001191038,0.0001492207,0.0002053118,0.0003066142,0.00008582386,0.0001305931,0.000208285,0.000374277,0.00003554166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277326,"about_ca_system_score_gemma":0.0004119369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.404634e-7,"about_ca_topic_score_gemma":0.000005088167,"domain_scores_codex":[0.9977131,0.0001620722,0.0003777873,0.0005626555,0.0005484443,0.0006359532],"domain_scores_gemma":[0.9979362,0.0006047717,0.00008066862,0.0004532938,0.0006928581,0.0002322033],"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":[0.00141126,0.002756519,0.1767502,0.02209682,0.0006292665,0.0005719472,0.000885242,9.760437e-7,0.02227536,0.0087802,0.5556799,0.2081623],"study_design_scores_gemma":[0.00665041,0.0008896662,0.2321158,0.002123231,0.0002682131,0.000004197027,0.001827863,0.0000477807,0.009720556,0.003150196,0.7425593,0.0006428121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8060796,0.03128842,0.0001496172,0.07594325,0.0009455219,0.002784101,0.0001447203,0.0002932724,0.08237146],"genre_scores_gemma":[0.8471079,0.0004317467,0.07054496,0.03501392,0.001281201,0.001079751,0.002745004,0.0001320246,0.04166345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2075195,"threshold_uncertainty_score":0.6085045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04335012889160696,"score_gpt":0.411162399937666,"score_spread":0.367812271046059,"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."}}