{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005754597,0.0002703741,0.000582942,0.0006946762,0.0004467408,0.0001274106,0.0005042323,0.00005546035,0.0004916923],"category_scores_gemma":[0.0004125561,0.0002180158,0.0001611464,0.001569849,0.0001952677,0.000678613,0.0009286267,0.0008010499,0.00001598835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000877802,"about_ca_system_score_gemma":0.0003009612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006498289,"about_ca_topic_score_gemma":0.00001921392,"domain_scores_codex":[0.9930639,0.002201189,0.0006248906,0.000495646,0.002943767,0.0006705938],"domain_scores_gemma":[0.9968936,0.001159104,0.0002771027,0.0006461302,0.0006909946,0.0003330655],"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":[0.01738166,0.05572913,0.1365169,0.0134583,0.008171451,0.001638641,0.2456171,0.0002864039,0.001257182,0.0006486824,0.1995933,0.3197013],"study_design_scores_gemma":[0.09211656,0.1763608,0.2486633,0.001338631,0.001228819,0.0004783942,0.3357486,0.0126041,0.0745823,0.0009983772,0.05330254,0.002577644],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267426,0.0001314065,0.05410595,0.001725113,0.0001526313,0.01307145,0.0001613855,0.0002285691,0.003680922],"genre_scores_gemma":[0.9918662,0.000001178047,0.001462801,0.00005317211,0.00002229872,0.003102191,0.000467839,0.00005157377,0.002972723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3171237,"threshold_uncertainty_score":0.8890428,"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."}}