{"id":"W4323354676","doi":"10.21467/preprints.404","title":"Impact of Coronavirus Pandemic on Immunocompromised Patients","year":2023,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Anxiety; Pandemic; Depression (economics); Medicine; Population; Panic disorder; Psychiatry; Panic; Coronavirus disease 2019 (COVID-19); Disease; Clinical psychology; Psychology; Internal medicine; Environmental health; 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":[0.002860021,0.0004304391,0.001203617,0.002903996,0.0003703534,0.001381369,0.0004489778,0.0009926935,0.002555768],"category_scores_gemma":[0.02116895,0.0002712681,0.002454998,0.002903556,0.0003648188,0.001148,0.0006920782,0.0008710913,0.0001244833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007695015,"about_ca_system_score_gemma":0.001251711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151957,"about_ca_topic_score_gemma":0.003230694,"domain_scores_codex":[0.9967942,0.001480831,0.0008086164,0.0002653811,0.0005115697,0.0001394375],"domain_scores_gemma":[0.9839547,0.009555253,0.004951278,0.0001595785,0.001078977,0.0003001606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001939304,0.0002019573,0.3751211,0.2965278,0.01968339,0.004833699,0.002250689,0.0007410526,0.0008814299,0.001271725,0.009842979,0.2867048],"study_design_scores_gemma":[0.0004483615,0.002151319,0.6305476,0.2480977,0.04327068,0.01665364,0.00757958,0.0005967459,0.001079278,0.002866391,0.04651255,0.000196264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03885394,0.956049,0.000103042,0.002197225,0.0003064369,0.00005368372,0.0006492045,0.000004539438,0.001782929],"genre_scores_gemma":[0.3996796,0.5965087,0.0003562265,0.001868623,0.0008576729,0.00009855437,0.0004657238,0.000003760548,0.0001611487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002903996,"threshold_uncertainty_score":0.01512545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2202344242151738,"score_gpt":0.5042138242130503,"score_spread":0.2839793999978765,"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."}}