{"id":"W1971279234","doi":"10.1080/09638280500192462","title":"Depression and associated factors in patients with lumbar spinal stenosis","year":2006,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oswestry Disability Index; Depression (economics); Lumbar spinal stenosis; Beck Depression Inventory; Physical therapy; Medicine; Spinal stenosis; Logistic regression; Visual analogue scale; Psychology; Lumbar; Physical medicine and rehabilitation; Low back pain; Psychiatry; Anxiety; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009192398,0.0001344042,0.0002413031,0.00005750589,0.0004411752,0.000007836235,0.00003831121,0.0002690371,0.00002299846],"category_scores_gemma":[0.0005469874,0.0001001651,0.0000243782,0.0001757627,0.000387446,0.0001912552,0.00002571225,0.0003678544,0.000003146185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017793,"about_ca_system_score_gemma":0.00003609565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847363,"about_ca_topic_score_gemma":0.001799954,"domain_scores_codex":[0.9977337,0.0009049287,0.0004707589,0.0004023297,0.0001656759,0.0003226215],"domain_scores_gemma":[0.9986063,0.0009017717,0.0001282107,0.0001774193,0.0000964184,0.00008985506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001549685,0.0004365426,0.9913812,0.0002765908,0.000003628691,8.790712e-8,0.003007811,0.000002837356,0.00001206366,0.0002500365,0.00005012596,0.004424066],"study_design_scores_gemma":[0.00180579,0.0004891589,0.9924042,0.0002296153,0.000009824876,2.579097e-8,0.002000644,0.00001694229,0.000001102066,0.002855751,0.00007146476,0.0001155435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972929,0.00004070152,0.0000132228,0.0009042085,0.0001363959,0.0009981181,0.00001451217,0.00004165053,0.0005582489],"genre_scores_gemma":[0.9995521,0.000009974035,0.0001575231,0.00009505312,0.00003150491,0.00005661669,0.0000623509,0.00001190895,0.00002298009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004308522,"threshold_uncertainty_score":0.4084616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553070771583739,"score_gpt":0.352030012737271,"score_spread":0.3364993050214337,"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."}}