{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001600713,0.0001792638,0.0003850247,0.0008835113,0.0003605082,0.0003471899,0.0004163583,0.000115927,0.006200873],"category_scores_gemma":[0.000969207,0.0001837825,0.00008010475,0.003837198,0.00005574622,0.0003507856,0.0003761392,0.000127423,0.0002716136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006003134,"about_ca_system_score_gemma":0.00293955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956442,"about_ca_topic_score_gemma":0.005900034,"domain_scores_codex":[0.9976,0.0004769285,0.0005773198,0.0007226033,0.0002642343,0.000358932],"domain_scores_gemma":[0.997929,0.0003511744,0.000247563,0.0006093263,0.0001303184,0.0007325843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003498363,0.0004656039,0.8466985,0.0003201968,0.0007595073,0.00003176334,0.009873112,0.00002842252,0.00006366182,0.001273614,0.01338656,0.1267492],"study_design_scores_gemma":[0.002960504,0.0000970336,0.6634716,0.00003109059,0.0002590751,0.00005277672,0.003137488,0.000220373,0.0002314839,0.0006972689,0.3283501,0.0004912631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6813161,0.001148977,0.2341604,0.02663326,0.001809658,0.008967558,0.0001611228,0.0002676723,0.04553527],"genre_scores_gemma":[0.9721645,0.00003624482,0.0027002,0.0151469,0.00006644834,0.0009540394,0.0005543223,0.00002331948,0.008353991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3149635,"threshold_uncertainty_score":0.9947076,"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."}}