{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007263431,0.0001448845,0.0001352731,0.0007113408,0.001397332,0.001911627,0.001103206,0.0006666839,0.009405452],"category_scores_gemma":[0.03425098,0.0002394427,0.0001893085,0.0007151033,0.001139308,0.001552727,0.004518338,0.0007747462,0.0003375814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005198726,"about_ca_system_score_gemma":0.008054982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02424574,"about_ca_topic_score_gemma":0.03827414,"domain_scores_codex":[0.990239,0.006552036,0.0003236394,0.0002479343,0.0008322202,0.001805033],"domain_scores_gemma":[0.9773747,0.007265223,0.007653269,0.0009823567,0.002114064,0.004610303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006791165,0.0004330303,0.8523479,0.0001998813,0.0001003296,0.0004193799,0.001523939,0.001941404,0.0004269855,0.01118901,0.004991764,0.1257473],"study_design_scores_gemma":[0.0001662323,0.0006531401,0.9704924,0.0006058668,0.00005903085,0.0005306751,0.0107853,0.002745385,0.000448921,0.002452392,0.01102562,0.00003504393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946232,0.002383294,0.002070689,0.03010687,0.0001535684,0.0002187187,0.0002676301,0.00003051729,0.0185367],"genre_scores_gemma":[0.9985385,0.0002623885,0.000321448,0.0004221353,0.00004034544,0.00002308568,0.00002995818,0.000003990452,0.0003581351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02424574,"threshold_uncertainty_score":0.04820925,"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."}}