{"id":"W4385604940","doi":"10.1101/2023.07.29.23293334","title":"CLINICAL AND SEROLOGICAL PREDICTORS OF POST COVID-19 CONDITION – FINDINGS FROM A CANADIAN PROSPECTIVE COHORT STUDY","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Response Biomedical (Canada); Ottawa Hospital; Université de Montréal; Institute of Infection and Immunity; University of Ottawa","funders":"Ottawa Hospital Research Institute; Canadian Institutes of Health Research; University of Ottawa","keywords":"Serology; Medicine; Internal medicine; Odds ratio; Confounding; Etiology; Prospective cohort study; Multivariate analysis; Immunology; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234911,0.0003922747,0.0003943505,0.001105373,0.001906747,0.001113244,0.001044449,0.000568188,0.002443838],"category_scores_gemma":[0.002147883,0.0003769389,0.0007072072,0.002881302,0.0006917406,0.0003840784,0.0008300023,0.0007631966,0.0002242647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005478781,"about_ca_system_score_gemma":0.00877825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9272532,"about_ca_topic_score_gemma":0.9359463,"domain_scores_codex":[0.9989322,0.0001032984,0.00007475151,0.000269599,0.0003010309,0.0003190798],"domain_scores_gemma":[0.9983897,0.0001001582,0.0004516981,0.0001379912,0.0005526521,0.000367907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004050046,0.00001185966,0.9987148,0.00001499247,0.00004807485,0.00003360457,0.0001109635,0.00001536526,0.00009142251,0.00002716628,0.0002313355,0.0006598838],"study_design_scores_gemma":[0.000003896047,0.00001783978,0.9994569,0.00001151837,0.00002115219,0.00003736471,0.0001869255,0.00005879926,0.00001492278,0.000009276752,0.0001777795,0.00000360049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951898,0.0005935802,0.0001167371,0.00017109,0.00001187493,0.00004746518,0.002813546,0.000004609436,0.001051306],"genre_scores_gemma":[0.9978403,0.0003369982,0.0001449804,0.00007067061,0.000007909845,0.00001925614,0.001287398,0.000002666056,0.0002898487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07274675,"threshold_uncertainty_score":0.1463503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03266455418614906,"score_gpt":0.357509065427401,"score_spread":0.324844511241252,"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."}}