{"id":"W1989275650","doi":"10.1089/dia.2006.0065","title":"Retrospective Pilot Feedback Survey of 200 Users of the AIDA Version 4 Educational Diabetes Program. 3—Discussion.","year":2007,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Column (typography); Software; Medicine; Questionnaire; Medical education; Educational software; Diabetes mellitus; Computer science; Frame (networking)","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":[0.001137485,0.0002232595,0.0004684133,0.000521728,0.0001249548,0.00001123985,0.0005574181,0.0002586678,0.0001168401],"category_scores_gemma":[0.000221369,0.0001300247,0.0001361212,0.001980956,0.001230219,0.00006745139,0.0002821418,0.0004878867,0.00002004455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001230591,"about_ca_system_score_gemma":0.0001413643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001044682,"about_ca_topic_score_gemma":0.0000244238,"domain_scores_codex":[0.997913,0.00008923323,0.0004585832,0.00033116,0.0005739899,0.0006340364],"domain_scores_gemma":[0.9980593,0.0002080468,0.0002811539,0.0007623867,0.0006185616,0.00007051829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008034913,0.001016978,0.9393427,0.000112581,0.0004715384,3.074131e-7,0.00004161618,9.52355e-7,0.03051154,0.0005120325,0.000591484,0.02731792],"study_design_scores_gemma":[0.0009557712,0.001311841,0.91781,0.0001746861,0.000186011,1.379225e-7,0.0001372887,0.0000865852,0.07499116,0.001550063,0.002658112,0.0001383222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901091,0.000770175,0.000004744755,0.006607256,0.0002783439,0.0009763628,0.00003271061,0.0001025036,0.001118833],"genre_scores_gemma":[0.9977293,0.00005975378,0.0005545084,0.0002701897,0.00003753688,0.00003085299,0.00005466149,0.00003767582,0.001225543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04447962,"threshold_uncertainty_score":0.5302255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622553801384759,"score_gpt":0.3152938439352787,"score_spread":0.2890683059214311,"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."}}