{"id":"W4405624174","doi":"10.29173/hsi424","title":"Stigma: The Overlooked Side of COVID-19","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Psychological intervention; Social stigma; Pandemic; Medicine; Teamwork; Disease; Context (archaeology); Coronavirus disease 2019 (COVID-19); Health care; Social distance; Anxiety; Psychology; Psychiatry; Infectious disease (medical specialty); Family medicine; Political science; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002612822,0.0001160958,0.000239148,0.0001281937,0.000778331,0.00002434227,0.0005066388,0.00005441031,0.0007366783],"category_scores_gemma":[0.0003998557,0.00008684652,0.00006033303,0.00134051,0.001605984,0.0001178403,0.0001743443,0.0002237486,0.0001361282],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007326805,"about_ca_system_score_gemma":0.0145795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005241889,"about_ca_topic_score_gemma":0.0007523889,"domain_scores_codex":[0.9974784,0.0001839131,0.0004852425,0.0005311293,0.0005838245,0.0007375339],"domain_scores_gemma":[0.9977766,0.0004037284,0.0002379114,0.0008010291,0.000104047,0.0006766527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004253253,0.001753085,0.1178211,0.002619054,0.00004299418,0.0002881186,0.228351,0.0001852941,0.005039355,0.3159165,0.1536461,0.173912],"study_design_scores_gemma":[0.002163451,0.0007802327,0.5268974,0.0001334486,0.0000150775,0.0002917094,0.05935638,0.0001591835,0.001560797,0.00518125,0.4030561,0.0004049811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085367,0.005329044,0.001638295,0.06688034,0.007331235,0.0008359958,0.00003066892,0.0001139614,0.009303794],"genre_scores_gemma":[0.9387804,0.0001889332,0.0002406094,0.05928901,0.0002193414,0.00003215512,0.000004568618,0.000009504702,0.001235465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4090763,"threshold_uncertainty_score":0.9910069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2363176911164354,"score_gpt":0.5166598030998213,"score_spread":0.2803421119833859,"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."}}