{"id":"W3163547105","doi":"10.1176/appi.ps.202000808","title":"Role of Psychiatric Hospitals in the Equitable Distribution of COVID-19 Vaccines","year":2021,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Pharmacological Receptor Mechanisms and Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; Vaccination; Quarter (Canadian coin); Immunization; Mental health; Vulnerability (computing); Family medicine; Medical emergency; Psychiatry; Virology; Disease; Geography; Infectious disease (medical specialty); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004143054,0.0001249883,0.0001889873,0.00004138491,0.0000572983,0.00001118343,0.0003383025,0.0001203125,0.00007180583],"category_scores_gemma":[0.00006282012,0.00009016468,0.0001172156,0.0006236987,0.00001535872,0.000006075242,0.0001041767,0.00007285045,0.000003104778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009764912,"about_ca_system_score_gemma":0.000112598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001267981,"about_ca_topic_score_gemma":0.00008851048,"domain_scores_codex":[0.9988909,0.0001499337,0.0002944923,0.0002628119,0.0001672968,0.0002345771],"domain_scores_gemma":[0.9993466,0.00005185601,0.000181673,0.0002664123,0.00008372447,0.00006970744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003101851,0.001008667,0.09362099,0.001042141,0.00009824168,0.000003608184,0.000272017,0.0004563588,0.8953801,0.002583091,0.003178959,0.002045657],"study_design_scores_gemma":[0.006351014,0.002779084,0.2249898,0.00003433966,0.0004279165,0.00005813523,0.006505101,0.0006874719,0.6518428,0.03159564,0.07371854,0.001010139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836482,0.01438862,0.0002361167,0.0005966887,0.0002627113,0.0001999933,0.00006055485,0.000006230315,0.0006008882],"genre_scores_gemma":[0.9973696,0.001173109,0.0003196068,0.0007120681,0.0001620249,0.00002686532,0.0002142197,0.000007345949,0.00001511769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2435372,"threshold_uncertainty_score":0.3676809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007217365379238278,"score_gpt":0.2830800255075435,"score_spread":0.2758626601283052,"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."}}