{"id":"W4387235930","doi":"10.36927/2079-0325-v31-is3-2023-5","title":"Clinical analysis of qualitative and quantitative pain characteristics in patients with acute and chronic vertebrogenic lumbosacral pain syndromes","year":2023,"lang":"en","type":"article","venue":"Ukrains kyi Visnyk Psykhonevrolohii","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neuropathic pain; Chronic pain; McGill Pain Questionnaire; Physical therapy; Visual analogue scale; Acute pain; Lumbar; Back pain; Anesthesia; Surgery; Alternative medicine","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":[0.0006021807,0.0002493785,0.000307021,0.001310698,0.000256944,0.0003782769,0.0002048695,0.0003498936,0.00132289],"category_scores_gemma":[0.003382867,0.0001570318,0.0002242906,0.0007551771,0.0003684832,0.0003960344,0.0004509077,0.000245627,0.0002306511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225498,"about_ca_system_score_gemma":0.0002221758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009888841,"about_ca_topic_score_gemma":0.001197325,"domain_scores_codex":[0.9994389,0.0001847217,0.00008458765,0.00008031826,0.0001292428,0.00008217796],"domain_scores_gemma":[0.9985133,0.0004660287,0.0005385283,0.00004200841,0.0001889864,0.0002511658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002806519,0.00004208038,0.9969642,0.00001402803,0.0000173671,0.000217683,0.000131505,0.0000433371,0.0005390341,0.0000147803,0.00003760527,0.001697738],"study_design_scores_gemma":[0.000009309271,0.000208593,0.9986997,0.000003695031,0.000005205579,0.0006438678,0.0002138765,0.0001075793,0.00004247817,0.00001831569,0.00004387513,0.000003464576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993485,0.0001240739,0.00009780742,0.00001551249,0.000002927541,0.00001362438,0.00007293998,0.000001923775,0.0003227142],"genre_scores_gemma":[0.9996337,0.00003893908,0.00009628869,0.000009509245,0.000005746511,0.00001310849,0.0001296725,5.474218e-7,0.0000725935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00132289,"threshold_uncertainty_score":0.004425526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954354927729841,"score_gpt":0.3761753326759407,"score_spread":0.3466317833986423,"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."}}