{"id":"W2019088516","doi":"10.1097/brs.0000000000000743","title":"The Impact of the Depression and Anxiety on Prognosis of Cervical Total Disc Replacement","year":2014,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Anxiety; Depression (economics); Visual analogue scale; Mood; Rating scale; Prospective cohort study; Hospital Anxiety and Depression Scale; Quality of life (healthcare); Physical therapy; Surgery; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002179513,0.00006892052,0.0001472326,0.000009970121,0.00004875078,0.000003555268,0.00005409437,0.00003333896,0.0000646578],"category_scores_gemma":[0.0001199899,0.00002547117,0.00009240729,0.00008193841,0.00007390709,0.00001016203,0.00008953136,0.00009081431,0.00000154769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001208783,"about_ca_system_score_gemma":0.0000158666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005771611,"about_ca_topic_score_gemma":0.000004227806,"domain_scores_codex":[0.9994045,0.0000392239,0.0001623209,0.0001114116,0.0001838781,0.00009858832],"domain_scores_gemma":[0.9995338,0.00003357451,0.00007175588,0.0002677719,0.00003605465,0.00005699353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008880506,0.0003245565,0.6285214,0.0001459802,0.00006096439,3.977176e-7,0.0001627338,0.000009407777,0.01086655,0.0005930186,0.0002405103,0.3581864],"study_design_scores_gemma":[0.0005330386,0.0007416242,0.9825009,0.0001253597,0.00003107419,0.000009866837,0.00001769957,0.0008196877,0.01443219,0.0001494549,0.0006074769,0.0000316683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952283,0.0001276413,0.00002543777,0.001570283,0.00004131579,0.000234378,0.000003630085,0.000006447605,0.002762553],"genre_scores_gemma":[0.9995478,0.00004850499,0.00004749643,0.00005768672,0.00006400932,0.000007813615,0.000002446955,0.000005340974,0.0002189475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3581547,"threshold_uncertainty_score":0.1038684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008061417837289385,"score_gpt":0.2856003762394173,"score_spread":0.2775389584021279,"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."}}