{"id":"W3090218813","doi":"10.1176/appi.ps.72304","title":"Frontline Redeployment of Psychiatry Residents During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Psychological intervention; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care; Medicine; Intensive care unit; Psychology; Psychiatry; Family medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00135473,0.000882555,0.000622259,0.002343132,0.002516035,0.002929558,0.001280587,0.003857746,0.5221362],"category_scores_gemma":[0.01319468,0.00060613,0.0006535819,0.001508764,0.0004104892,0.002241564,0.002955264,0.002791661,0.2826457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615457,"about_ca_system_score_gemma":0.004911198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006050414,"about_ca_topic_score_gemma":0.01446247,"domain_scores_codex":[0.9984439,0.0002089797,0.0001621203,0.0001408313,0.0006705949,0.0003736094],"domain_scores_gemma":[0.987866,0.001207347,0.001130095,0.0003913298,0.004634236,0.004771004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000009719843,0.0000110508,0.0001447749,0.00006346099,6.696759e-7,0.00004170404,0.00001706326,0.000006196477,0.00003613892,0.00005784259,0.9861726,0.01343886],"study_design_scores_gemma":[0.00004119832,0.00004875216,0.003003451,0.0005396004,0.000003845652,0.0001697321,0.000156159,0.00005087167,0.0002187124,0.0002500264,0.9954988,0.0000186468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006438498,0.00852561,0.001822765,0.1604778,0.07893888,0.001332189,0.03212582,0.01053018,0.6998082],"genre_scores_gemma":[0.02428016,0.02114692,0.004094276,0.07137475,0.05629281,0.001524372,0.01675477,0.003570205,0.8009617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5221362,"threshold_uncertainty_score":0.6816147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06252404945311328,"score_gpt":0.3739634183238272,"score_spread":0.3114393688707139,"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."}}