{"id":"W3209270832","doi":"10.1136/bmjopen-2020-048241","title":"COVID-19 Public Stigma Scale (COVID-PSS): development, validation, psychometric analysis and interpretation","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Chiang Mai University","keywords":"Confirmatory factor analysis; Social distance; Medicine; Exploratory factor analysis; Convergent validity; Public health; Social stigma; Clinical psychology; Scale (ratio); Psychometrics; Criterion validity; Item response theory; Psychology; Coronavirus disease 2019 (COVID-19); Statistics; Structural equation modeling; Construct validity; Family medicine; Pathology","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":[0.00841534,0.0003610652,0.0004746586,0.001658811,0.0008411246,0.0008832735,0.0006045863,0.0004414582,0.002981821],"category_scores_gemma":[0.01248948,0.0002604875,0.001002173,0.001467799,0.0008018696,0.000769124,0.002040193,0.001117772,0.0003610451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009299757,"about_ca_system_score_gemma":0.002494488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198372,"about_ca_topic_score_gemma":0.003480583,"domain_scores_codex":[0.995806,0.001490699,0.000698437,0.0001633328,0.001623021,0.0002185465],"domain_scores_gemma":[0.9912611,0.002227809,0.002061972,0.0005372193,0.003236355,0.0006755581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002619762,0.0003887699,0.9125171,0.0006985519,0.0001655152,0.0002276319,0.005031063,0.0005677617,0.001563906,0.0006026682,0.002384442,0.07559054],"study_design_scores_gemma":[0.0000429372,0.0005758879,0.9854161,0.0005116565,0.00006202991,0.0005085206,0.005850313,0.001376887,0.0009831068,0.0005010465,0.004131647,0.0000397518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868947,0.0005453589,0.003310368,0.0004699145,0.00005206027,0.001492485,0.001530749,0.00003404422,0.00567033],"genre_scores_gemma":[0.9857501,0.000511462,0.009137983,0.00009489497,0.00002603248,0.001686668,0.002039741,0.00001115629,0.0007419165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00841534,"threshold_uncertainty_score":0.04450512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2325522163452085,"score_gpt":0.5270092094547867,"score_spread":0.2944569931095782,"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."}}