{"id":"W4396950960","doi":"10.2196/preprints.60190","title":"Beyond Hemoglobin A1c—Outcomes That Matter to Individuals With Type 1 Diabetes in Adopting Digital Health Interventions for Self-Management Support: Qualitative Study (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Diabetes Canada","funders":"","keywords":"Preprint; Psychological intervention; Self-management; Digital health; Type 2 diabetes; Gerontology; Psychology; Medicine; Diabetes mellitus; Computer science; Health care; Nursing; Economic growth; Economics; Artificial intelligence; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01105075,0.000385122,0.0005960325,0.0009014721,0.008899835,0.002655589,0.001380723,0.001281481,0.003180673],"category_scores_gemma":[0.01395994,0.0004772577,0.0005056134,0.001360644,0.005931719,0.002687838,0.003940416,0.002149336,0.0001817169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01107244,"about_ca_system_score_gemma":0.01394823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08558702,"about_ca_topic_score_gemma":0.1287339,"domain_scores_codex":[0.995218,0.003144384,0.0001688788,0.0003488717,0.0003135274,0.0008063505],"domain_scores_gemma":[0.9862062,0.009881464,0.0009031976,0.0002410062,0.001273405,0.001494579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002544777,0.00006146535,0.003861002,0.0002068346,0.000003808888,0.0002660493,0.9905917,0.0000142641,0.0002404232,0.0005022206,0.0006544928,0.003572318],"study_design_scores_gemma":[0.000004920281,0.00003450356,0.001978667,0.0001915098,0.00000423382,0.00004851107,0.9931971,0.00002361568,0.0001017325,0.0001010094,0.00430634,0.00000781297],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986245,0.001081061,0.001347775,0.005721938,0.0001377317,0.0006365657,0.0004019637,0.00001236881,0.004415579],"genre_scores_gemma":[0.9890316,0.001399447,0.001472202,0.003045637,0.00003520203,0.001097769,0.0001230403,0.00001837095,0.003776782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08558702,"threshold_uncertainty_score":0.1701777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106818481266824,"score_gpt":0.3848979856700914,"score_spread":0.3438298008574232,"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."}}