{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01287577,0.001003689,0.002077102,0.004639282,0.002001449,0.00787686,0.001700849,0.01208087,0.0110374],"category_scores_gemma":[0.02218454,0.0004658536,0.001843592,0.004548972,0.001796536,0.005118749,0.004475232,0.009049182,0.002961478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006348347,"about_ca_system_score_gemma":0.02577241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01063663,"about_ca_topic_score_gemma":0.03299789,"domain_scores_codex":[0.9946926,0.002223989,0.00089885,0.0003609441,0.001187149,0.0006364777],"domain_scores_gemma":[0.9776952,0.01195019,0.001691342,0.0003042246,0.005542422,0.002816634],"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":[0.0002045498,0.00009354965,0.0005200988,0.0429202,0.0003122896,0.0006553038,0.0008703299,0.0001128102,0.0004286684,0.02412065,0.4616809,0.4680806],"study_design_scores_gemma":[0.0000441783,0.00005896238,0.0004602642,0.0424713,0.000220197,0.0004286548,0.000839746,0.00002358226,0.00007015364,0.003380333,0.9519746,0.00002792569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0001280707,0.9186234,0.0001224218,0.07122212,0.006712906,0.00001423108,0.00006954271,0.000009398074,0.003097852],"genre_scores_gemma":[0.002385785,0.8945532,0.0009789736,0.0914676,0.00616953,0.00005366481,0.0001025205,0.00001192093,0.004276703],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01287577,"threshold_uncertainty_score":0.06809437,"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."}}