{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001616575,0.0002318411,0.0002976288,0.0002428952,0.005689445,0.001811731,0.0009698204,0.0009346477,0.005035349],"category_scores_gemma":[0.006911492,0.0003546905,0.0003022513,0.0004723796,0.001525128,0.000672407,0.002351828,0.001365865,0.0003461109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01373861,"about_ca_system_score_gemma":0.01376872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5126339,"about_ca_topic_score_gemma":0.7657225,"domain_scores_codex":[0.9974847,0.001155778,0.000159807,0.0001599497,0.0003212463,0.0007184505],"domain_scores_gemma":[0.992891,0.001568344,0.0008929964,0.0001295175,0.0009638757,0.003554321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00138541,0.001917472,0.2397912,0.001204233,0.0001179323,0.01129479,0.6625556,0.0005491219,0.003695348,0.0005654049,0.01825754,0.05866587],"study_design_scores_gemma":[0.0002100286,0.00280447,0.2731145,0.0006263489,0.00007331666,0.002334704,0.6801111,0.0005888365,0.0004953406,0.00009773089,0.03938152,0.0001621843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993634,0.0003311048,0.00009764486,0.002026693,0.00002852548,0.0001439112,0.0001153741,0.00001424392,0.003608532],"genre_scores_gemma":[0.99541,0.0004806602,0.0003801017,0.001394026,0.00002217722,0.00007991145,0.0000637354,0.00001007199,0.002159274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4873661,"threshold_uncertainty_score":0.9804727,"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."}}