{"id":"W2060576129","doi":"10.1089/dia.2012.0038","title":"The Role of Comfort and Discomfort in Insulin Therapy","year":2012,"lang":"en","type":"review","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"BD","keywords":"Medicine; Glycemic; Insulin; Anxiety; Diabetes mellitus; Anticipation (artificial intelligence); Intensive care medicine; Internal medicine; Psychiatry; 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":[0.0006841326,0.0003915013,0.001484899,0.0007299928,0.00009644121,0.00002480376,0.0005406736,0.0006669888,0.0000132531],"category_scores_gemma":[0.00001132621,0.0002229761,0.0002231251,0.0009353324,0.0009503947,0.00004701885,0.0003179357,0.0009671891,0.000009240146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005414198,"about_ca_system_score_gemma":0.00009650174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001350568,"about_ca_topic_score_gemma":0.000003698543,"domain_scores_codex":[0.9979638,0.00008837537,0.0006403609,0.0003087129,0.0002676114,0.0007311077],"domain_scores_gemma":[0.9985387,0.0002769833,0.0002704484,0.0008167173,0.00003569495,0.0000614345],"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":[0.000009243659,0.0001890549,0.02609557,0.001430315,0.0007470582,0.000001365763,0.00002204025,1.060174e-8,0.00001539819,0.001454507,0.000006258855,0.9700292],"study_design_scores_gemma":[0.0004555341,0.0002520554,0.0002729623,0.001670155,0.000690446,0.000001555961,0.00007580347,0.00001783672,0.0001065922,0.001898093,0.9943594,0.0001995667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005218187,0.9918769,4.598252e-7,0.0002500662,0.00008445583,0.001440412,0.000009549429,0.00007876787,0.001041196],"genre_scores_gemma":[0.004795633,0.9942881,0.00006196382,0.00008836301,0.00005085496,0.0002322825,0.00004790389,0.00007461804,0.000360305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9943531,"threshold_uncertainty_score":0.9092702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0487251700278384,"score_gpt":0.3471068832473979,"score_spread":0.2983817132195595,"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."}}