{"id":"W1973146986","doi":"10.2466/pr0.2002.90.3c.1091","title":"Screening for Depression in Systemic Lupus Erythematosus with the British Columbia Major Depression Inventory","year":2002,"lang":"en","type":"article","venue":"Psychological Reports","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Riverview Hospital; University of British Columbia","funders":"","keywords":"Depression (economics); Beck Depression Inventory; Sadness; Psychology; Psychiatry; Systemic lupus erythematosus; Logistic regression; Major depressive episode; Clinical psychology; Internal medicine; Medicine; Disease; Cognition; Anger; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006154458,0.0002646142,0.0003257052,0.0008818787,0.0004192828,0.0002786485,0.0003006069,0.0001753537,0.002348776],"category_scores_gemma":[0.001770341,0.0001699351,0.0002220693,0.0009276762,0.0001332426,0.0001131802,0.0003305518,0.0004317941,0.0003717009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009504519,"about_ca_system_score_gemma":0.0008587611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08931868,"about_ca_topic_score_gemma":0.2162738,"domain_scores_codex":[0.9994828,0.0001389827,0.0000908047,0.00004009945,0.0001743839,0.00007295966],"domain_scores_gemma":[0.9993355,0.00008934529,0.0001895649,0.00002733448,0.0002320851,0.000126283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003230431,0.0002289747,0.9433748,0.0001470002,0.0001038795,0.0003684811,0.0003136474,0.00025182,0.001586296,0.0001144677,0.008931734,0.04425594],"study_design_scores_gemma":[0.00001716671,0.0000488816,0.9984675,0.00002014102,0.00001046264,0.0002286417,0.00003286648,0.0002736298,0.00005623024,0.0000219945,0.0008178258,0.000004556885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790773,0.00171495,0.0009366903,0.0004322413,0.00004612834,0.001013945,0.004181304,0.00007897881,0.01251852],"genre_scores_gemma":[0.9881357,0.0009162169,0.002970194,0.0002165455,0.00001960013,0.0005639015,0.003247066,0.000006087821,0.003924857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08931868,"threshold_uncertainty_score":0.1775976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04683648462150877,"score_gpt":0.3169569607540852,"score_spread":0.2701204761325765,"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."}}