{"id":"W4409123591","doi":"10.1080/1369118x.2025.2483834","title":"‘A gift and a curse’: the benefits and limitations of self-tracking Long COVID","year":2025,"lang":"en","type":"article","venue":"Information Communication & Society","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cambridge","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Tracking (education); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Curse; Pandemic; Sociology; Positive economics; Economics; Virology; Biology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000608582,0.0000909607,0.0001452767,0.00005797392,0.0003540966,0.0000767507,0.0001682126,0.00008398758,0.000003424555],"category_scores_gemma":[0.0009158481,0.00007293349,0.00006896643,0.0002618883,0.0001991897,0.0007537379,0.0001662342,0.0001998535,0.000003206665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007071361,"about_ca_system_score_gemma":0.0001733606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003552597,"about_ca_topic_score_gemma":0.00002510839,"domain_scores_codex":[0.999243,0.00007174323,0.0003577824,0.00006478986,0.0001681658,0.00009447009],"domain_scores_gemma":[0.9967671,0.002107128,0.000223293,0.0005438649,0.0003017533,0.00005683408],"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":[0.0001588195,0.0003657045,0.2079545,0.004035974,0.001029327,3.330116e-7,0.1988675,0.0008464368,0.0003739683,0.2052498,0.02325558,0.357862],"study_design_scores_gemma":[0.00400227,0.0001309059,0.8636133,0.000747003,0.0004530864,0.00003025576,0.01070885,0.02199979,0.0005821057,0.001909581,0.09556463,0.0002582257],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8644398,0.009435995,0.01163722,0.09717265,0.0001096954,0.002755055,0.00003125146,0.0003735481,0.01404471],"genre_scores_gemma":[0.981637,0.006601393,0.005692533,0.005904651,0.00000785984,0.00005099673,0.0000804196,0.000004498861,0.00002062477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6556588,"threshold_uncertainty_score":0.2974142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03044752349881271,"score_gpt":0.3108401265935207,"score_spread":0.280392603094708,"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."}}