{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03545618,0.004031817,0.004312189,0.003197177,0.005107881,0.002703947,0.002380442,0.004783029,0.04612406],"category_scores_gemma":[0.02435583,0.003016432,0.003370054,0.003298639,0.002382924,0.003614538,0.002880009,0.005425358,0.01345819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004529739,"about_ca_system_score_gemma":0.01927262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005268118,"about_ca_topic_score_gemma":0.006911882,"domain_scores_codex":[0.9868062,0.007797386,0.002398053,0.001107633,0.0007745093,0.001116329],"domain_scores_gemma":[0.9811555,0.003992192,0.002869547,0.003281556,0.006450733,0.002250437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3016118,0.07307167,0.04267937,0.06270248,0.002323237,0.003902853,0.01319354,0.01524386,0.01200747,0.02368518,0.2642079,0.1853706],"study_design_scores_gemma":[0.2749211,0.07735197,0.1541691,0.02694413,0.001061225,0.0009030852,0.009511117,0.01275935,0.00579012,0.0182663,0.4170834,0.001239158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002436908,0.0001018024,0.002012427,0.0001379334,0.0001169319,0.9904895,0.004011294,0.00006515766,0.0006280671],"genre_scores_gemma":[0.001002123,0.0000388095,0.001394943,0.00005578823,0.00001370021,0.9970125,0.0003608404,0.000003257948,0.00011798],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04612406,"threshold_uncertainty_score":0.1875125,"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."}}