{"id":"W2016272419","doi":"10.1191/096120301680416959","title":"Assessing depression in systemic lupus erythematosus: determining reliable change","year":2001,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Riverview Hospital; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Depression (economics); Beck Depression Inventory; Quality of life (healthcare); Physical therapy; Rheumatology; Systemic lupus erythematosus; Reliability (semiconductor); Disease; Internal medicine; Intensive care medicine; Clinical psychology; Psychiatry; Anxiety","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"],"consensus_categories":[],"category_scores_codex":[0.0009554806,0.0003477986,0.0008034249,0.0006030251,0.0001438187,0.0001469699,0.0002837034,0.000308891,0.0001437512],"category_scores_gemma":[0.0002964356,0.0002911158,0.0001395956,0.0008484659,0.00006765011,0.0006561104,0.0001982724,0.0005099176,0.0003138822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005585094,"about_ca_system_score_gemma":0.0001517013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000141742,"about_ca_topic_score_gemma":0.00005890994,"domain_scores_codex":[0.9965653,0.0001559989,0.0007621439,0.000691211,0.0008504415,0.0009749449],"domain_scores_gemma":[0.9981886,0.0002347637,0.000211771,0.000903492,0.0001458035,0.0003156257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001397208,0.0001099069,0.983631,0.001020395,0.00002309958,0.001992297,0.002125881,0.000005512234,0.006374632,0.00001472293,0.001278458,0.003284424],"study_design_scores_gemma":[0.01131714,0.000274884,0.01301472,0.03075475,0.0001222032,0.9077467,0.01229128,0.01041679,0.002693636,0.0001288427,0.0103014,0.0009376055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802036,0.004872032,0.00019956,0.0001923252,0.003280077,0.00125949,0.000001160747,0.0002488548,0.009742874],"genre_scores_gemma":[0.9872592,0.0005366192,0.0007661457,0.0001730175,0.0004895552,0.0003298476,0.0000155572,0.0001079769,0.01032209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9706162,"threshold_uncertainty_score":0.9999541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06574734071763023,"score_gpt":0.3439955401576062,"score_spread":0.278248199439976,"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."}}