{"id":"W4320890082","doi":"10.2196/preprints.46418","title":"Examining a Remote Group-Based Type 2 Diabetes Self-Management Education Program in the COVID-19 Era Using the ORBIT Model: Small 6-Week Feasibility Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 diabetes; Family medicine; Glycated hemoglobin; Gerontology; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01552235,0.001050107,0.0008000668,0.0009594781,0.002940834,0.001166748,0.001714017,0.00163054,0.004108228],"category_scores_gemma":[0.01034782,0.0009392254,0.001600499,0.0006408677,0.001361881,0.00213839,0.00234142,0.00169393,0.0009679376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601839,"about_ca_system_score_gemma":0.01156864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02209635,"about_ca_topic_score_gemma":0.03645101,"domain_scores_codex":[0.9931772,0.004436893,0.0003414934,0.0004321218,0.0007569374,0.0008554648],"domain_scores_gemma":[0.9917294,0.003155283,0.0008065375,0.0009810856,0.001355027,0.001972565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.0457546,0.6071133,0.120974,0.00169497,0.000451533,0.0009187988,0.01641984,0.002398995,0.01227264,0.0008258916,0.008686863,0.1824885],"study_design_scores_gemma":[0.05793868,0.6646661,0.2393326,0.000449139,0.000506306,0.0002670727,0.01804388,0.003531358,0.004597245,0.0007047355,0.009660098,0.0003028689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717699,0.00004807114,0.00124844,0.000380514,0.00007237678,0.02437692,0.0005824449,0.00004960257,0.001471662],"genre_scores_gemma":[0.8444645,0.0003121092,0.02957671,0.002068439,0.0001956616,0.1185174,0.001859759,0.00004649222,0.002958833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02209635,"threshold_uncertainty_score":0.08209097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2240857617695193,"score_gpt":0.4093471706878308,"score_spread":0.1852614089183116,"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."}}