{"id":"W1970437064","doi":"10.1016/s0304-3959(00)00440-1","title":"Alternative diagnostic criteria for major depressive disorder in patients with chronic pain","year":2001,"lang":"en","type":"article","venue":"Pain","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; University of Ottawa","funders":"","keywords":"Major depressive disorder; Depression (economics); Chronic pain; Medicine; Depressive symptoms; Psychiatry; Attribution; Beck Depression Inventory; Clinical psychology; Psychology; Anxiety; Cognition","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":[0.001314728,0.0003533039,0.0003275399,0.000389721,0.0001348431,0.00004792108,0.0002924367,0.0001336543,0.001172678],"category_scores_gemma":[0.005105706,0.0002909868,0.00007361011,0.0007177676,0.0001102744,0.0001859526,0.00005165891,0.0001758799,0.0001027003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017264,"about_ca_system_score_gemma":0.00004135018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004061888,"about_ca_topic_score_gemma":0.0003988274,"domain_scores_codex":[0.9968092,0.001188281,0.0003330105,0.0007688024,0.0002521886,0.0006485168],"domain_scores_gemma":[0.9933623,0.005650149,0.0002224892,0.0003638124,0.0002762016,0.0001250219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004481322,0.001044623,0.7213672,0.00003740153,0.0001278967,0.00001786894,0.0006908549,0.00001079605,0.00000175676,0.00006144559,0.003013778,0.2731782],"study_design_scores_gemma":[0.01258406,0.001663108,0.9394656,0.0002710559,0.00008921237,0.000002165828,0.0004610052,0.0004428038,0.00003875641,0.003727275,0.04064135,0.0006136522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5649876,0.007364783,0.4196984,0.0003902688,0.001086618,0.003365451,0.0002545954,0.0001530803,0.002699211],"genre_scores_gemma":[0.9947176,0.0008184724,0.0005336788,0.0005122633,0.0003302041,0.0021993,0.000210805,0.00008593342,0.0005917198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.42973,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822820162849417,"score_gpt":0.3219430627893891,"score_spread":0.3037148611608949,"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."}}