{"id":"W3173948527","doi":"10.2337/db21-451-p","title":"451-P: Participants’ Satisfaction with the Support Online Self-Guided Educational Platform for Type 1 Diabetes Management: A Proof-of-Concept Study, Preliminary Results","year":2021,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Session (web analytics); Analytics; Medicine; Glossary; Type 1 diabetes; The Internet; Family medicine; Diabetes mellitus; Medical education; Psychology; Computer science; World Wide Web; Data science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004575795,0.0006398991,0.0007569026,0.0003472756,0.0008396775,0.0008713084,0.0005285318,0.0006162246,0.01726726],"category_scores_gemma":[0.003768414,0.0002862926,0.001038365,0.0001627169,0.0004813039,0.0005044854,0.001058887,0.001230577,0.002976372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004516779,"about_ca_system_score_gemma":0.001016126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143011,"about_ca_topic_score_gemma":0.001028486,"domain_scores_codex":[0.9988056,0.0004254401,0.00007280663,0.0001267325,0.0003242843,0.0002451228],"domain_scores_gemma":[0.9969159,0.001055944,0.0002528631,0.0001086611,0.0008870723,0.0007795635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0211092,0.1908571,0.2213654,0.008969509,0.0006046118,0.001626935,0.05871175,0.0008733616,0.07501452,0.0008802807,0.02877476,0.3912126],"study_design_scores_gemma":[0.004834003,0.1884392,0.71187,0.001154341,0.0008019963,0.0009097859,0.02608923,0.0023838,0.03136412,0.0004509408,0.03137929,0.0003232151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919794,0.00005752381,0.0009130591,0.0001330283,0.00005080943,0.003503386,0.001029811,0.0000439841,0.002289074],"genre_scores_gemma":[0.9595469,0.00026648,0.008827451,0.0005957043,0.00006202061,0.02033599,0.001196308,0.00003297967,0.009136351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726726,"threshold_uncertainty_score":0.05776471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06511911872423838,"score_gpt":0.3471498759223077,"score_spread":0.2820307571980694,"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."}}