{"id":"W3135679319","doi":"10.1016/j.aucc.2020.12.003","title":"Tools for assessment of acute psychological distress in critical illness: A scoping review","year":2021,"lang":"en","type":"review","venue":"Australian Critical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Capital District Health Authority; University of Alberta","funders":"","keywords":"Medicine; Critical illness; Intensive care medicine; Psychological distress; Distress; Acute illness; Psychiatry; Critically ill; Clinical psychology; Mental health; Internal medicine","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003079998,0.0006902151,0.004700611,0.0002159323,0.00006789989,0.00006850298,0.0002977027,0.0007192618,0.0007024863],"category_scores_gemma":[0.04329387,0.0005867346,0.001701506,0.0005797814,0.0007148242,0.0001327753,0.0001297649,0.001180188,0.00001185007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101147,"about_ca_system_score_gemma":0.0005947132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004677555,"about_ca_topic_score_gemma":0.000005610936,"domain_scores_codex":[0.9954193,0.0004888036,0.001621123,0.001088423,0.0005539257,0.0008284751],"domain_scores_gemma":[0.9848869,0.003391886,0.0001430737,0.0006992024,0.01052544,0.000353457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001765574,0.0002896936,0.00001285,0.6760708,0.0001879414,0.001311851,0.00003128678,1.034058e-8,0.000001190184,0.004502073,0.002905909,0.3146687],"study_design_scores_gemma":[0.0006542419,0.000678797,0.00004404213,0.9250708,0.007785749,0.0003839181,0.002131611,3.096414e-7,0.000006275276,0.00003805592,0.06250911,0.0006970887],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004711698,0.9877571,0.0002590929,0.00355375,0.0004930969,0.004310157,0.002414111,0.00003538746,0.001172561],"genre_scores_gemma":[0.0008673174,0.9862457,0.001839019,0.005361568,0.000154717,0.001502646,0.003872592,0.00009560743,0.00006082617],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3139716,"threshold_uncertainty_score":0.9996584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2612091101937924,"score_gpt":0.5724078228993579,"score_spread":0.3111987127055654,"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."}}