{"id":"W3150354933","doi":"10.1111/dme.14569","title":"Patient and paramedic experiences with a direct electronic referral programme for focused hypoglycaemia education following paramedic service assist‐requiring hypoglycaemia in London and Middlesex County, Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Middlesex London Health Unit; London Health Sciences Centre; St Joseph's Health Care; Western University","funders":"Academic Medical Organization of Southwestern Ontario","keywords":"Referral; Medicine; Attendance; Family medicine; Patient education; Medical emergency; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000669483,0.0003419759,0.000760849,0.0002101222,0.0001450378,0.00005470455,0.0001192263,0.0001179579,0.00007828665],"category_scores_gemma":[0.0005055636,0.0002527364,0.00004221528,0.0006240944,0.0001922815,0.0001256747,0.00008978168,0.0004388348,5.483149e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007964203,"about_ca_system_score_gemma":0.003633221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1371416,"about_ca_topic_score_gemma":0.5902756,"domain_scores_codex":[0.9966779,0.00009154118,0.0005091386,0.0007168623,0.0009504859,0.001054049],"domain_scores_gemma":[0.9984732,0.0003463091,0.0001397783,0.0003630765,0.0002096144,0.0004680208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001074174,0.0008836327,0.5439348,0.003356111,0.0007596955,0.0006282703,0.02643442,0.000006480902,0.001327545,0.0002420911,0.005656643,0.4156961],"study_design_scores_gemma":[0.07708441,0.01839425,0.4119619,0.02694049,0.004135023,0.0003792255,0.2153019,0.007237565,0.007117219,0.002140122,0.2251696,0.004138359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834164,0.007043079,0.0000203378,0.006125048,0.000362962,0.001500213,0.000001947143,0.00003584632,0.001494167],"genre_scores_gemma":[0.9951854,0.00008557143,0.0003815417,0.00175183,0.0001446048,0.0009882172,0.0001624347,0.00004146825,0.001258901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.453134,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093087465772923,"score_gpt":0.2655964140015964,"score_spread":0.2446655393438672,"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."}}