{"id":"W3189266810","doi":"10.2196/26941","title":"Challenges and Lessons Learned From a Telehealth Community Paramedicine Program for the Prevention of Hypoglycemia: Pre-Post Pilot Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Center for Chronic Disease Prevention and Health Promotion; University of Alabama; Centers for Disease Control and Prevention; University of Alabama at Birmingham","keywords":"Telehealth; Medicine; Hypoglycemia; Intervention (counseling); Telemedicine; Medical emergency; Nursing; Health care; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001004325,0.0001463266,0.000392755,0.00004897136,0.0001764114,0.00002471538,0.000117999,0.00005377892,0.00002010791],"category_scores_gemma":[0.000603151,0.0001048151,0.00006755875,0.000143171,0.0001331994,0.00008279667,0.0001026271,0.0002791796,0.000001276331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004024421,"about_ca_system_score_gemma":0.0000984833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001031514,"about_ca_topic_score_gemma":0.0004471943,"domain_scores_codex":[0.9986427,0.0003159745,0.0003077819,0.0002798826,0.0002050062,0.0002486519],"domain_scores_gemma":[0.9979194,0.0009207289,0.0001678899,0.00067435,0.0002313057,0.0000862813],"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":[0.0003516516,0.01184986,0.1741398,0.001196066,0.0004079028,4.663e-7,0.006820177,7.644784e-7,0.001481164,0.00009850009,0.0003396054,0.803314],"study_design_scores_gemma":[0.002977305,0.00702781,0.9723969,0.0002549991,0.0004534535,1.866959e-7,0.01281318,0.0001339597,0.0005753778,0.002427624,0.0008478794,0.00009140537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801909,0.003753497,0.000006824665,0.0111779,0.0001186869,0.004413143,0.00001538322,0.00006763227,0.0002560142],"genre_scores_gemma":[0.9970036,0.0005826144,0.0003881843,0.0001582725,0.0001244942,0.001264943,0.0001943832,0.00001843393,0.0002650574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8032227,"threshold_uncertainty_score":0.4274234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900947484346294,"score_gpt":0.4219191658757028,"score_spread":0.2318244174410734,"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."}}