{"id":"W3016655347","doi":"10.1016/j.transci.2020.102783","title":"COVID-19: A perspective of a frontline worker","year":2020,"lang":"en","type":"review","venue":"Transfusion and Apheresis Science","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Paranoia; Disease; Pandemic; nobody; Anxiety; Contagious disease; Medicine; Coronavirus disease 2019 (COVID-19); Psychology; History; Psychiatry; Infectious disease (medical specialty)","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002320353,0.0002965685,0.001343701,0.00037956,0.001739185,0.00003285903,0.0007807176,0.0001706954,0.003477107],"category_scores_gemma":[0.003370618,0.0001958177,0.0002452415,0.002474689,0.002233221,0.000159948,0.0004760329,0.0007322528,0.0001872456],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280599,"about_ca_system_score_gemma":0.006305795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008677204,"about_ca_topic_score_gemma":0.0003218429,"domain_scores_codex":[0.9960561,0.0005969343,0.0006581207,0.001001165,0.00106962,0.0006180576],"domain_scores_gemma":[0.9970005,0.0009067683,0.0002807216,0.000400339,0.0003706876,0.001040998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008703276,0.0001339776,0.00005237177,0.02482477,0.0001139483,0.0000459081,0.02189304,4.702181e-7,0.000052982,0.007988865,0.03468479,0.9101219],"study_design_scores_gemma":[0.0003233164,0.00004857852,0.00001617231,0.004101438,0.0001298614,0.000001456911,0.01286095,0.00001303865,6.45035e-7,0.0002264125,0.9820995,0.000178608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001145766,0.9707537,0.0002056181,0.00145631,0.0004070892,0.001834466,0.0002014185,0.00006223897,0.02506775],"genre_scores_gemma":[0.00003290981,0.9953493,0.0003592521,0.0002605023,0.00006841491,0.0001027628,0.000003035331,0.00001672174,0.003807117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9474148,"threshold_uncertainty_score":0.9995604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2289115160730164,"score_gpt":0.5353439782204095,"score_spread":0.3064324621473931,"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."}}