{"id":"W4390016003","doi":"10.2196/46418","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","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Western University","funders":"","keywords":"Preprint; Coronavirus disease 2019 (COVID-19); Group (periodic table); Medicine; Orbit (dynamics); Psychology; Physics; Computer science; Engineering; Internal medicine; Aerospace engineering; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01770847,0.0013224,0.0009309013,0.001376305,0.002805957,0.001194885,0.001971153,0.001450795,0.0034545],"category_scores_gemma":[0.01151835,0.0009363123,0.001565983,0.0008142968,0.001575101,0.002093324,0.002828129,0.001869583,0.0006780315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004587231,"about_ca_system_score_gemma":0.01387569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03352633,"about_ca_topic_score_gemma":0.0539587,"domain_scores_codex":[0.9885151,0.007326646,0.0005188891,0.0006432282,0.001334881,0.001661273],"domain_scores_gemma":[0.9907602,0.003153968,0.0009879639,0.001081911,0.00170893,0.002307028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04551813,0.5616297,0.1537718,0.001570933,0.0004331124,0.001095287,0.01419441,0.003420685,0.009134158,0.0009904313,0.004996493,0.2032449],"study_design_scores_gemma":[0.04836347,0.6522533,0.2587011,0.0004833196,0.0005566987,0.0004150351,0.01782603,0.006875493,0.004285672,0.0007840037,0.009142876,0.0003130275],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724935,0.0000494109,0.001330609,0.0002285526,0.00004792761,0.02405638,0.0004189706,0.00003746336,0.001337275],"genre_scores_gemma":[0.887031,0.0002998043,0.02761923,0.0009592151,0.0001242769,0.08058163,0.001443246,0.0000403304,0.001901365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03352633,"threshold_uncertainty_score":0.09365249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2583347801359853,"score_gpt":0.4745269666019751,"score_spread":0.2161921864659898,"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."}}