{"id":"W6890268217","doi":"10.35010/ecuad:16905","title":"INDEPENDENT HEROES: Supporting Type 1 Diabetic Young Adults’ Transition to Independent Living","year":2021,"lang":"en","type":"article","venue":"Emily Carr University of Art and Design Repository","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypoglycemia; Psychological intervention; Wearable computer; Narrative; Active listening; Young adult; Type 2 diabetes; Participatory design","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003166586,0.0001030825,0.0002244001,0.0002069052,0.0001626325,0.00002508611,0.00007479419,0.00008389216,0.0001030876],"category_scores_gemma":[0.00004411721,0.0001147098,0.00007439047,0.0002718222,0.00005612692,0.0001080279,0.0001048196,0.0001594918,0.00001732558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005835907,"about_ca_system_score_gemma":0.0001214259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005482058,"about_ca_topic_score_gemma":0.00001920136,"domain_scores_codex":[0.9988332,0.0001001759,0.0001524351,0.0002882338,0.0003929051,0.0002330296],"domain_scores_gemma":[0.9992496,0.00006773855,0.00005882889,0.0001873523,0.0002410558,0.0001954695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002357685,0.0008946827,0.3765177,0.002378277,0.001173487,0.006645659,0.03790129,0.0004462913,0.5182577,0.0001088866,0.04079138,0.01252702],"study_design_scores_gemma":[0.006714562,0.003894247,0.7903972,0.004483394,0.001356852,0.0002350948,0.08009249,0.003933061,0.1000132,0.000085584,0.007538055,0.001256319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835435,0.0002490805,0.003175664,0.0002401239,0.0001925381,0.0003200154,0.000001292164,0.00004031126,0.01223747],"genre_scores_gemma":[0.9887136,0.0000719766,0.001016905,0.00007411387,0.00006029075,4.431024e-7,0.00001036216,0.00001063637,0.01004171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4182445,"threshold_uncertainty_score":0.4677731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064409182823634,"score_gpt":0.2232160048031574,"score_spread":0.2125719129749211,"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."}}