{"id":"W3136154573","doi":"10.34883/pi.2020.10.4.036","title":"Pain Syndrome in Patients with Spinal Surgery","year":2021,"lang":"ru","type":"article","venue":"Неврология и нейрохирургия Восточная Европа","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anxiety; Rehabilitation; Depression (economics); McGill Pain Questionnaire; Failed back surgery; Beck Depression Inventory; Neuropathic pain; Pain syndrome; Physical therapy; Back pain; Surgery; Anesthesia; Visual analogue scale; Spinal cord; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001473902,0.0002196993,0.0004073338,0.0007513042,0.0006176979,0.0004658778,0.0001679885,0.000462028,0.005464074],"category_scores_gemma":[0.001493801,0.0001486362,0.0005472919,0.0007946781,0.0003602351,0.0003641687,0.0003791568,0.0005950227,0.000339577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003414226,"about_ca_system_score_gemma":0.0005754486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002761718,"about_ca_topic_score_gemma":0.002561849,"domain_scores_codex":[0.9997479,0.00003115702,0.00002330706,0.00003732202,0.00008019008,0.00008006224],"domain_scores_gemma":[0.9996023,0.00006854229,0.0001436806,0.00001032312,0.00003738825,0.0001377288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002615674,0.00007728999,0.9846317,0.0000613501,0.00003774836,0.007426749,0.0002166269,0.00004167037,0.0006106091,0.00008985903,0.000328977,0.006215847],"study_design_scores_gemma":[0.00002961381,0.0003411235,0.9801995,0.00003119334,0.0000431778,0.01814184,0.0004821891,0.00007957504,0.0000690057,0.0001140721,0.0004584851,0.00001015147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932411,0.001806583,0.00009012651,0.0002790077,0.0000586762,0.00002602691,0.0002287278,0.000006211492,0.004263469],"genre_scores_gemma":[0.9987031,0.0004381379,0.00004261632,0.00006855277,0.00003400324,0.00001340907,0.0001889102,7.3167e-7,0.000510397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005464074,"threshold_uncertainty_score":0.01827914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008215273791246817,"score_gpt":0.2367221266706367,"score_spread":0.2285068528793899,"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."}}