{"id":"W4391324467","doi":"10.1001/jamapediatrics.2023.6141","title":"Definitional and Methodological Errors in Pediatric Post–COVID-19 Condition Research Letter","year":2024,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; MEDLINE; Psychiatry; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005405861,0.0002495205,0.0003920006,0.001914428,0.00015308,0.0001814162,0.0001712193,0.0004850105,0.0003867827],"category_scores_gemma":[0.02288047,0.0002125712,0.0001352358,0.001754344,0.000208902,0.0003392318,0.0002095014,0.001541446,0.0003189959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005035183,"about_ca_system_score_gemma":0.001166397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001165865,"about_ca_topic_score_gemma":0.00002400422,"domain_scores_codex":[0.996041,0.001023459,0.0004731444,0.000744823,0.001091514,0.0006260804],"domain_scores_gemma":[0.9828044,0.01598954,0.00006169229,0.0003062362,0.0002098648,0.0006283186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001093698,0.0004492523,0.5855605,0.0102811,0.00005179127,0.01051994,0.001409564,0.00007254543,0.0008293971,0.01551234,0.3712707,0.002949118],"study_design_scores_gemma":[0.007013075,0.001943712,0.8616347,0.0001542304,0.0006424065,0.001296263,0.0002590084,0.0009029607,0.00009786861,0.04428193,0.08081816,0.0009556256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8860462,0.004687097,0.0009988503,0.1049992,0.0005297776,0.0009094261,0.000104911,0.0002589028,0.001465625],"genre_scores_gemma":[0.958867,0.002454807,0.007814679,0.02448709,0.00546224,0.0001620818,0.0003651899,0.00006437014,0.0003226103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2904526,"threshold_uncertainty_score":0.9853503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288277923290959,"score_gpt":0.4423645579938286,"score_spread":0.3135367656647327,"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."}}