{"id":"W3086621252","doi":"10.2139/ssrn.3619789","title":"A Prospective Cohort of SARS-CoV-2 Infected Health Care Professionals: Clinical Characteristics, Outcomes and Follow Up Strategy","year":2020,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Medicine; Cohort; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Prospective cohort study; Cohort study; Health care; 2019-20 coronavirus outbreak; Health professionals; Family medicine; Virology; Disease; Outbreak; Infectious disease (medical specialty); Political science; Internal medicine","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":[0.0006608328,0.0005081955,0.0005261495,0.001085462,0.001290739,0.001137713,0.0004538389,0.0009739868,0.004079207],"category_scores_gemma":[0.00223754,0.0006558964,0.0006474495,0.001256652,0.0003114734,0.001151402,0.0008862541,0.0009098453,0.001110218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004118043,"about_ca_system_score_gemma":0.0007700066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009791067,"about_ca_topic_score_gemma":0.006790386,"domain_scores_codex":[0.9992015,0.0001419694,0.00006945327,0.0002769639,0.00008195208,0.0002282135],"domain_scores_gemma":[0.9990545,0.0001673963,0.0002271441,0.0001271683,0.0001569483,0.000266831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003470483,0.0002329524,0.9982525,0.00000404586,0.00002849564,0.0001651906,0.0001438225,0.00001943238,0.0001702037,0.00001088662,0.000126105,0.0004993142],"study_design_scores_gemma":[0.00003227591,0.0004194256,0.997986,0.000006353921,0.00003293965,0.0003827696,0.0007869584,0.0001291077,0.00003897296,0.00003347791,0.0001432442,0.000008502008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990564,0.00005455676,0.00005854437,0.00001899764,0.000004869209,0.00001707221,0.0005578743,0.000002254633,0.0002293303],"genre_scores_gemma":[0.998049,0.00006538974,0.0000952808,0.0000543249,0.00001523888,0.00003758981,0.001197306,0.000003621924,0.0004821685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009791067,"threshold_uncertainty_score":0.01946819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133917279455786,"score_gpt":0.3954400601231496,"score_spread":0.3541008873285917,"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."}}