{"id":"W4200052631","doi":"10.1016/j.jpsychires.2021.12.019","title":"Public perceptions of psychiatric, justice-involved, and elderly populations during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Pandemic; Public health; Population; Psychiatry; Health care; Psychology; Medicine; Social distance; Gerontology; Environmental health; Disease; Coronavirus disease 2019 (COVID-19); Political science; Nursing; 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":[0.003033386,0.0001727736,0.0002442077,0.0007633203,0.004411143,0.002998466,0.0005113198,0.001981751,0.003097077],"category_scores_gemma":[0.01157901,0.0003097851,0.0004472255,0.0005391458,0.002526507,0.002531109,0.003948253,0.00399968,0.0001981965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003424568,"about_ca_system_score_gemma":0.003644565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06280833,"about_ca_topic_score_gemma":0.08825178,"domain_scores_codex":[0.9974891,0.001026477,0.0001230025,0.00009491129,0.0002695196,0.0009969891],"domain_scores_gemma":[0.992292,0.001112744,0.002302981,0.0001433554,0.000971785,0.003177162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007413725,0.0007048535,0.6970721,0.0001596293,0.00008919479,0.001870762,0.2656105,0.0002470332,0.0008508277,0.002074016,0.009990868,0.02058886],"study_design_scores_gemma":[0.00002275068,0.0002639777,0.4514974,0.0001983633,0.00002452869,0.0002969939,0.54128,0.0001393245,0.0001204252,0.0004275696,0.00568777,0.00004084899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825633,0.0003025867,0.00002977991,0.0117276,0.0001191309,0.00002198827,0.00007593043,0.000002355673,0.005157334],"genre_scores_gemma":[0.9981961,0.0002025918,0.000014929,0.001230311,0.00005753582,0.000008937514,0.00002694017,0.000001572158,0.0002611107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06280833,"threshold_uncertainty_score":0.1248855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3706163677536699,"score_gpt":0.53511913029037,"score_spread":0.1645027625367,"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."}}