{"id":"W3036640783","doi":"10.25071/1929-8471.24","title":"Article reprint: Nurses respond to COVID-19 pandemic: Mental health support for frontline nurses","year":2020,"lang":"en","type":"article","venue":"INYI Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Pandemic; Reprint; Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Permission; Nursing; Psychology; Medicine; Psychiatry; Virology; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001057413,0.001129433,0.0006844753,0.00153184,0.001530295,0.004214461,0.001103972,0.003177804,0.492011],"category_scores_gemma":[0.01355939,0.0005214429,0.0005846195,0.001289112,0.0009731672,0.003056536,0.001478715,0.004023208,0.1948785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197411,"about_ca_system_score_gemma":0.00221998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00599451,"about_ca_topic_score_gemma":0.01287146,"domain_scores_codex":[0.9988486,0.0002127573,0.0001242241,0.0001104967,0.0005465776,0.0001574742],"domain_scores_gemma":[0.9901175,0.002836259,0.0005780905,0.0002756907,0.004354628,0.001837863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001410394,0.000009429604,0.00009426704,0.00008791054,0.000001501425,0.00002168733,0.00002380529,0.000005167435,0.00003049623,0.0001635563,0.9929229,0.006625308],"study_design_scores_gemma":[0.00004267928,0.00002934605,0.001841463,0.0005472334,0.000007360333,0.0002449177,0.0002945008,0.00005205288,0.0002033163,0.0004132449,0.9963059,0.00001785002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001236408,0.008616413,0.0006224437,0.1407746,0.5020839,0.0003296895,0.003887777,0.00124485,0.3412039],"genre_scores_gemma":[0.01234217,0.01891553,0.001206007,0.07073423,0.1288649,0.0002095734,0.002671436,0.0009446658,0.7641115],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.492011,"threshold_uncertainty_score":0.7245847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1887184865538891,"score_gpt":0.517312732562981,"score_spread":0.3285942460090919,"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."}}