{"id":"W4293062980","doi":"10.1101/2022.08.14.22278762","title":"The COVID HOME study research protocol: Prospective cohort study of non-hospitalised COVID-19 patients","year":2022,"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":"University of British Columbia","funders":"Universitair Medisch Centrum Groningen; ZonMw","keywords":"Medicine; Transmission (telecommunications); Prospective cohort study; Observational study; Pandemic; Serology; Longitudinal study; Throat; Internal medicine; Disease; Infection control; Cohort study; Coronavirus disease 2019 (COVID-19); Pediatrics; Emergency medicine; Intensive care medicine; Immunology; Infectious disease (medical specialty); Surgery; Antibody; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01083814,0.002962654,0.00257999,0.001853349,0.002295678,0.002149692,0.002770261,0.002628762,0.02422664],"category_scores_gemma":[0.008598463,0.002291509,0.001512518,0.002385074,0.001135752,0.002097667,0.001501062,0.001876526,0.009383881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866841,"about_ca_system_score_gemma":0.00628298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003924419,"about_ca_topic_score_gemma":0.00542358,"domain_scores_codex":[0.994325,0.002582514,0.0009546643,0.0011551,0.0004219757,0.0005607752],"domain_scores_gemma":[0.9947829,0.0006904795,0.001313258,0.0010469,0.001295627,0.0008708507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2239379,0.02538653,0.4370895,0.03955086,0.003594487,0.005600373,0.007728618,0.003435356,0.010462,0.01045731,0.1782812,0.05447601],"study_design_scores_gemma":[0.09327323,0.05762495,0.6187771,0.01267409,0.00179595,0.002577499,0.006379538,0.006178026,0.003389227,0.005312615,0.1914263,0.0005914795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.09241534,0.001716783,0.007994296,0.0006500476,0.0005000852,0.8337959,0.05558081,0.0002003324,0.007146486],"genre_scores_gemma":[0.0709694,0.0004534709,0.005445873,0.0008862371,0.0001821437,0.9057292,0.01419757,0.00004071546,0.002095388],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02422664,"threshold_uncertainty_score":0.08104616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207552947338569,"score_gpt":0.4198148007254812,"score_spread":0.3777392712520956,"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."}}