{"id":"W4297619851","doi":"10.1111/irv.12997/v1/decision1","title":"Decision letter for \"The REinfection in COVID-19 Estimation of Risk (RECOVER) study: Reinfection and serology dynamics in a cohort of Canadian healthcare workers\"","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Serology; Coronavirus disease 2019 (COVID-19); Estimation; Cohort; Medicine; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Cohort study; Immunology; Internal medicine; Antibody; Disease; Infectious disease (medical specialty); Political science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0294655,0.001277502,0.004266273,0.004063012,0.008112283,0.009403493,0.006122195,0.04470759,0.05777803],"category_scores_gemma":[0.183347,0.001625232,0.004152606,0.002957845,0.00377047,0.003662073,0.003410201,0.02336707,0.03064246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01094527,"about_ca_system_score_gemma":0.03995437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1231505,"about_ca_topic_score_gemma":0.1782565,"domain_scores_codex":[0.978143,0.00372624,0.002479577,0.001514443,0.01118126,0.00295549],"domain_scores_gemma":[0.8582967,0.05189076,0.005131466,0.005757113,0.06055116,0.01837283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003930583,0.00001611523,0.000123566,0.00002078133,0.00000718185,0.00002568669,0.00001186094,0.0000113334,0.000007341156,0.0003467958,0.998257,0.001133061],"study_design_scores_gemma":[0.0003729665,0.00004869299,0.002651368,0.000474582,0.00005999774,0.00008012995,0.0002083934,0.0006694582,0.0001034002,0.001961665,0.9932861,0.00008315423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007639104,0.000537816,0.0004085604,0.7630015,0.2173748,0.0005241837,0.003525162,0.0003225055,0.01354158],"genre_scores_gemma":[0.006072883,0.0008917579,0.001639794,0.7412797,0.09205452,0.001024098,0.002269987,0.0003796004,0.1543876],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8768495,"threshold_uncertainty_score":0.2448674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1552449279322655,"score_gpt":0.4428558067790237,"score_spread":0.2876108788467582,"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."}}