{"id":"W4389883470","doi":"10.2196/43309","title":"Stakeholders’ Perspectives, Needs, and Barriers to Self-Management for People With Physical Disabilities Experiencing Chronic Conditions: Focus Group Study","year":2023,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Administration for Community Living; U.S. Department of Health and Human Services","keywords":"Focus group; Thematic analysis; Self-management; Context (archaeology); Psychology; Qualitative research; Physical disability; Population; Medical education; Medicine; Computer science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008353858,0.0007670186,0.0008921904,0.001773359,0.009086196,0.00170955,0.001213701,0.002319546,0.003665523],"category_scores_gemma":[0.00898098,0.0006714755,0.0006464198,0.001020303,0.002397302,0.002795658,0.005211185,0.001891466,0.0004032954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002713039,"about_ca_system_score_gemma":0.003886863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00549299,"about_ca_topic_score_gemma":0.007441579,"domain_scores_codex":[0.9962902,0.001963088,0.0001819549,0.0003017739,0.0002576979,0.001005313],"domain_scores_gemma":[0.9927207,0.004767463,0.0004560226,0.0001595387,0.0008963305,0.001000049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008787644,0.0004178252,0.007884724,0.0002438971,0.00001023007,0.001034342,0.9820451,0.00002355402,0.001799363,0.0002149371,0.0003325248,0.005905605],"study_design_scores_gemma":[0.00002266294,0.0004621301,0.006385845,0.0001685914,0.00001833198,0.0002658231,0.9895767,0.00007992228,0.0004648961,0.0001298659,0.002410305,0.00001490724],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997695,0.0001657727,0.0005144342,0.0003906548,0.0000158673,0.0004038852,0.00004119642,0.000004668297,0.0007684],"genre_scores_gemma":[0.9948218,0.0006576426,0.001223529,0.0006241905,0.00002843592,0.001421841,0.00006937924,0.000006753286,0.001146418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009086196,"threshold_uncertainty_score":0.04417998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187625226359933,"score_gpt":0.3031118090009404,"score_spread":0.2843492863649471,"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."}}