{"id":"W4388492508","doi":"10.1177/19322968231208690","title":"European Survey on Adult People With Type 1 Diabetes and Their Caregivers: Insights into Perceptions of Technology","year":2023,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sanofi","keywords":"Insulin pump; Diabetes management; Quarter (Canadian coin); Type 1 diabetes; Perception; Medicine; Diabetes mellitus; Gerontology; Nursing; Type 2 diabetes; Family medicine; Psychology; Geography","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":[0.002468498,0.0002344459,0.0003590375,0.0009836494,0.0004713949,0.0006918395,0.0002381872,0.0004232139,0.002007503],"category_scores_gemma":[0.004781826,0.0001878033,0.0004042257,0.001484568,0.0002276212,0.0008682593,0.001013192,0.0005304319,0.0003628693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004290536,"about_ca_system_score_gemma":0.0004908342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074839,"about_ca_topic_score_gemma":0.009857392,"domain_scores_codex":[0.9986784,0.0005648785,0.000261361,0.00009439006,0.0002286743,0.0001723364],"domain_scores_gemma":[0.9961122,0.0009500703,0.001538077,0.0001219246,0.0007559163,0.0005218268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028815,0.0001338529,0.9720851,0.0002913343,0.00004885312,0.0002303156,0.007174321,0.00005582261,0.0001393025,0.00007332645,0.003847216,0.01581761],"study_design_scores_gemma":[0.00001560955,0.0001675022,0.9759682,0.0002469898,0.00001590352,0.000277004,0.018159,0.00007392005,0.00005554565,0.00003422541,0.004973574,0.00001238703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921442,0.0008282886,0.0001563645,0.0006185473,0.00002418639,0.00009304034,0.002791537,0.000007963313,0.003335826],"genre_scores_gemma":[0.993861,0.001911344,0.0003577365,0.0006097676,0.00001753282,0.0002687086,0.002137102,0.000004283379,0.0008326765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01074839,"threshold_uncertainty_score":0.02137166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190777006863802,"score_gpt":0.2577082148506094,"score_spread":0.2458004447819714,"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."}}