{"id":"W4296028521","doi":"10.2196/38718","title":"Long-term Consequences of COVID-19 and the Pandemic: Protocol for a Web-Based, Longitudinal Observational Study (DEFEAT)","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Observational study; Medicine; Population; Informed consent; Longitudinal study; Family medicine; Quality of life (healthcare); Gerontology; Coronavirus disease 2019 (COVID-19); Disease; Nursing; Environmental health; Alternative medicine","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":[0.01064702,0.0003125161,0.0006972731,0.0004419554,0.001108198,0.0001384051,0.000812318,0.0001019585,0.0006644189],"category_scores_gemma":[0.004984588,0.0002094242,0.0002132488,0.0008383855,0.0020761,0.0001756132,0.0006855176,0.0009915403,0.000005668657],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005941342,"about_ca_system_score_gemma":0.006701848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001382745,"about_ca_topic_score_gemma":0.00008690532,"domain_scores_codex":[0.9925936,0.00249314,0.0007733463,0.0008017778,0.002590051,0.0007481216],"domain_scores_gemma":[0.9899674,0.007546464,0.0003480462,0.0009331193,0.0007066772,0.0004982851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03525015,0.002346448,0.9433705,0.007748663,0.0001301748,0.0001770209,0.0005666986,0.00004837988,0.001861428,0.001340221,0.006674771,0.0004855086],"study_design_scores_gemma":[0.189695,0.03407921,0.6212621,0.002265306,0.0000774889,0.0003579238,0.0009072043,0.0009673184,0.0009721296,0.004728253,0.1439845,0.0007036544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03824145,0.000004753378,0.0001243659,0.008740283,0.000006527741,0.952585,0.00009437654,0.0001029237,0.0001002523],"genre_scores_gemma":[0.07872659,1.250163e-7,0.0002537511,0.0009085273,0.0001307709,0.9194767,0.00002974206,0.00004633043,0.000427481],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3221085,"threshold_uncertainty_score":0.9989292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4416834265150832,"score_gpt":0.5894671681615771,"score_spread":0.1477837416464938,"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."}}