{"id":"W4308507939","doi":"10.3390/jpm12111865","title":"The Role of the Person Focused IARA Model in Reducing Anxiety and Improving Body Awareness and Illness Management in Diabetics with Acquired Lipodystrophy: A Mixed-Method Study","year":2022,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Lipodystrophy; Glycemic; Medicine; Anxiety; Diabetes mellitus; Depression (economics); Physical therapy; Beck Anxiety Inventory; Beck Depression Inventory; Psychiatry; Antiretroviral therapy; Human immunodeficiency virus (HIV); Family medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005956197,0.0007242485,0.00144499,0.0009577072,0.0006414033,0.0009426514,0.0008138923,0.0006808268,0.002597461],"category_scores_gemma":[0.004095712,0.0004261985,0.001464892,0.0005309926,0.0005651768,0.0005974486,0.0007018814,0.0006748214,0.0001721196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007061451,"about_ca_system_score_gemma":0.00121154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007866904,"about_ca_topic_score_gemma":0.001449971,"domain_scores_codex":[0.9954797,0.003543215,0.0002461344,0.0002918291,0.0002428674,0.0001961971],"domain_scores_gemma":[0.9968797,0.002017595,0.0003769413,0.0002157825,0.0001868302,0.0003232197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09050778,0.3063649,0.03468579,0.008624233,0.002528605,0.000273587,0.02568094,0.001393526,0.010873,0.001306121,0.0004959409,0.5172656],"study_design_scores_gemma":[0.06959993,0.7410821,0.1536027,0.001087902,0.004659642,0.0003275453,0.01447135,0.005546209,0.004178685,0.001010546,0.004233808,0.0001995458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948968,0.0006512998,0.001080265,0.00009012459,0.0000300408,0.00272022,0.0000438022,0.00001023317,0.0004771273],"genre_scores_gemma":[0.9775704,0.001115818,0.01225136,0.0002092889,0.00006659524,0.008037824,0.00004409138,0.000004780789,0.0006999648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005956197,"threshold_uncertainty_score":0.0314998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425989640176064,"score_gpt":0.2922294914766759,"score_spread":0.2779695950749153,"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."}}