{"id":"W4391019758","doi":"10.1371/journal.pone.0297171","title":"Preliminary evidence for the validity of the Brief Post-Secondary Student Stressors Index (Brief-PSSI): A cross-sectional psychometric assessment","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Resilience and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Queen's University","funders":"Queen's University","keywords":"Reliability (semiconductor); Stressor; Psychology; Test (biology); Clinical psychology; Index (typography); Validity; Applied psychology; Goodness of fit; Cross-sectional study; Criterion validity; Psychometrics; Statistics; Construct validity; Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01519585,0.0003350571,0.0003879481,0.001309887,0.0007808473,0.0009659965,0.0005675423,0.0003806725,0.002610555],"category_scores_gemma":[0.02925438,0.000331092,0.0005318034,0.001393456,0.0008892848,0.0008662938,0.001243809,0.0005775358,0.0005015676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008245014,"about_ca_system_score_gemma":0.003058209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01290782,"about_ca_topic_score_gemma":0.03434784,"domain_scores_codex":[0.9963849,0.001090344,0.0005897827,0.0003304584,0.001335934,0.0002687269],"domain_scores_gemma":[0.9715791,0.01063594,0.005206308,0.001977619,0.009047375,0.001553655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005792801,0.0001475057,0.9845687,0.0001051063,0.00004294666,0.0000410898,0.001821502,0.00005559195,0.0006706165,0.000113088,0.0002050243,0.01217099],"study_design_scores_gemma":[0.000004764394,0.0003204369,0.9976605,0.00003517517,0.00001588565,0.00004104273,0.0008240984,0.0001021725,0.0001620237,0.00004244186,0.0007876834,0.000003818497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941872,0.0002127859,0.001437064,0.0002851434,0.00002893304,0.0002675702,0.0005101896,0.00001796083,0.003053088],"genre_scores_gemma":[0.9949847,0.0002850114,0.002791008,0.0001067073,0.0000257573,0.0003530574,0.0007631071,0.000008142925,0.0006825225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01519585,"threshold_uncertainty_score":0.08036429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894224823272603,"score_gpt":0.4685146440241919,"score_spread":0.2790921616969316,"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."}}