{"id":"W3048924958","doi":"10.1891/wfccn-d-20-00009","title":"Critical Care Nurses as Frontline Warriors During COVID-19 in Pakistan","year":2019,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"CINAHL; Medicine; Nursing; Personal protective equipment; Pandemic; Health care; Population; Anxiety; Isolation (microbiology); MEDLINE; Workplace violence; Harassment; Family medicine; Coronavirus disease 2019 (COVID-19); Suicide prevention; Poison control; Environmental health; Psychiatry; Psychological intervention; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003113473,0.0003000631,0.0005395342,0.000299947,0.0002936259,0.00004590413,0.0004150675,0.0001571667,0.002449426],"category_scores_gemma":[0.001129222,0.0002631052,0.0001907332,0.0004274315,0.0008859519,0.0001029714,0.00006385206,0.0005855542,0.0001680701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604718,"about_ca_system_score_gemma":0.0005690633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387148,"about_ca_topic_score_gemma":0.00179168,"domain_scores_codex":[0.9969366,0.0004865771,0.0006234093,0.0006451363,0.0004041729,0.0009040631],"domain_scores_gemma":[0.9950677,0.00345685,0.00005608181,0.0007285186,0.0002004667,0.0004904144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.003609541,0.0009439375,0.0455846,0.007629244,0.00004465633,0.0006864657,0.2082314,0.00006993774,0.002004601,0.701573,0.0009585351,0.02866413],"study_design_scores_gemma":[0.008465732,0.001845273,0.05365617,0.003085704,0.0004706557,0.0002852406,0.8777781,0.00007520955,0.006500346,0.02402575,0.02217439,0.00163745],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201113,0.01125288,0.0000870159,0.01572249,0.004476183,0.0008539278,0.00009217369,0.0001376498,0.04726635],"genre_scores_gemma":[0.9960873,0.000003712567,0.00008643181,0.002977211,0.0002491951,0.00003765785,0.00002061865,0.00005450596,0.0004833426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6775472,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04324484430985683,"score_gpt":0.4879117758925334,"score_spread":0.4446669315826766,"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."}}