{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004413205,0.0002842054,0.0002646972,0.0006930937,0.0008689533,0.0008040196,0.0003452818,0.000620708,0.0058077],"category_scores_gemma":[0.01757893,0.0002954789,0.0002331223,0.0005054513,0.000291673,0.0007689657,0.0006719586,0.000814752,0.002255543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008175448,"about_ca_system_score_gemma":0.0005288031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00357454,"about_ca_topic_score_gemma":0.003885416,"domain_scores_codex":[0.9978257,0.001034939,0.0001564826,0.0002071417,0.0005058265,0.0002698912],"domain_scores_gemma":[0.9868163,0.00576608,0.001098004,0.0004037158,0.004567959,0.001347851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001870407,0.005131408,0.6780996,0.0004365163,0.00004818816,0.001484802,0.08390254,0.0003274698,0.009519356,0.0001470972,0.0461842,0.1728484],"study_design_scores_gemma":[0.0001228848,0.009491726,0.8624799,0.0001332523,0.00003509238,0.000899573,0.0807285,0.0019308,0.003944113,0.0000757338,0.04003917,0.0001192725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923849,0.0000877656,0.001309148,0.0008255646,0.00005314518,0.0005528221,0.001454732,0.0001110777,0.003220885],"genre_scores_gemma":[0.9824346,0.0001709373,0.002081246,0.002553025,0.00005461118,0.001272728,0.00186969,0.00005335905,0.009509834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0058077,"threshold_uncertainty_score":0.02333951,"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."}}