{"id":"W4297488899","doi":"10.2196/41410","title":"Digital Peer-Supported Self-Management Intervention Codesigned by People With Long COVID: Mixed Methods Proof-of-Concept Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Hospitals Coventry and Warwickshire NHS Trust","keywords":"Loneliness; Self-management; Intervention (counseling); Biopsychosocial model; Psychology; Mental health; Cognition; Facilitator; Clinical psychology; Applied psychology; Social psychology; Psychiatry; Computer science","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":[0.01699699,0.001395645,0.001944111,0.001328883,0.001951595,0.001843017,0.001973082,0.001773939,0.007661875],"category_scores_gemma":[0.01460864,0.0006684019,0.001736249,0.0006318375,0.00150411,0.001362636,0.002182548,0.00168185,0.00075824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001979606,"about_ca_system_score_gemma":0.006766161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614364,"about_ca_topic_score_gemma":0.002921364,"domain_scores_codex":[0.991262,0.005581122,0.0006626932,0.0006383389,0.001020707,0.0008351748],"domain_scores_gemma":[0.9900231,0.00603153,0.0008233917,0.0007458553,0.001492589,0.0008835657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0440767,0.3579496,0.006889648,0.01730887,0.001304674,0.0005041062,0.02623047,0.001050128,0.00849622,0.002044218,0.003379702,0.5307655],"study_design_scores_gemma":[0.1643234,0.7268947,0.03968901,0.005300255,0.001757889,0.0003158763,0.0237959,0.001983285,0.008489211,0.00259196,0.02460344,0.0002550938],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8658389,0.001016742,0.005825062,0.0004333711,0.0002870056,0.1225971,0.0008561984,0.0001410871,0.003004409],"genre_scores_gemma":[0.6921522,0.001645875,0.04575991,0.001070117,0.0002844719,0.2553446,0.0004401141,0.00004208741,0.003260638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01699699,"threshold_uncertainty_score":0.08988976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128795957221428,"score_gpt":0.4344112614349701,"score_spread":0.4031233018627558,"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."}}