{"id":"W4286881421","doi":"","title":"Development and Initial Validation of Stigma Towards Healthcare Providers Working with COVID-19 Patients Scale (S19-HCPs)","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Stigma (botany); Scale (ratio); Health care; 2019-20 coronavirus outbreak; Psychology; Medicine; Psychiatry; Virology; Political science; Geography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01293773,0.0006879711,0.00121219,0.002109816,0.00186221,0.002501391,0.001442264,0.0009747676,0.004787598],"category_scores_gemma":[0.02784462,0.0008743549,0.002122383,0.001157486,0.001075844,0.001785909,0.003548187,0.00241783,0.0009811742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002029104,"about_ca_system_score_gemma":0.006026178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005835956,"about_ca_topic_score_gemma":0.01043746,"domain_scores_codex":[0.9926922,0.002285217,0.001515083,0.0005172658,0.002541733,0.000448473],"domain_scores_gemma":[0.9858857,0.004972211,0.002317056,0.0009380729,0.005057293,0.000829635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004819052,0.002014292,0.8777001,0.001240423,0.0004286002,0.0003419707,0.02253947,0.0005034022,0.001314287,0.002071843,0.007347153,0.08401664],"study_design_scores_gemma":[0.0002353252,0.0008991134,0.9473596,0.001051441,0.0002022653,0.0006458997,0.02622169,0.002412034,0.001133842,0.0016273,0.01809468,0.0001167577],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9758722,0.0007253527,0.002884097,0.00112248,0.0002830746,0.007932312,0.002722493,0.00004365377,0.008414472],"genre_scores_gemma":[0.9569551,0.001024641,0.01889563,0.0008590118,0.0001167393,0.01387602,0.004578315,0.00005461328,0.003639943],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01293773,"threshold_uncertainty_score":0.06842202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4515721670408676,"score_gpt":0.6060461153663715,"score_spread":0.154473948325504,"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."}}