{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003575027,0.0001758568,0.0005708115,0.0003656627,0.0002694799,0.00002117251,0.0002587487,0.00003058659,0.00001354788],"category_scores_gemma":[0.0001231002,0.00008912729,0.0000615122,0.0005985224,0.000228446,0.00008016986,0.0002508438,0.0004652423,2.340817e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157814,"about_ca_system_score_gemma":0.0001279141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001270934,"about_ca_topic_score_gemma":0.0000348969,"domain_scores_codex":[0.9974369,0.0003869481,0.0004941283,0.0002404046,0.001120046,0.0003216105],"domain_scores_gemma":[0.999007,0.0001614652,0.0003563776,0.0002491115,0.0001189812,0.0001070016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.008028663,0.001948941,0.518654,0.001280307,0.00130291,0.0004644863,0.06017784,0.002530866,0.04696164,0.000562851,0.0002531678,0.3578343],"study_design_scores_gemma":[0.04962335,0.005778232,0.2921059,0.001974165,0.001651713,0.0001709713,0.3917214,0.2538926,0.0008016508,0.0006029253,0.001247087,0.0004299868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916453,0.003641095,0.000144273,0.003248759,0.0001172604,0.0009179931,0.000001766812,0.000004055046,0.0002794742],"genre_scores_gemma":[0.9982902,0.0002422386,0.000758567,0.00007139669,0.00007440952,0.00004449199,7.869816e-7,0.00002383587,0.000494013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3574043,"threshold_uncertainty_score":0.3634506,"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."}}