{"id":"W7019652256","doi":"","title":"The impact of changes in serum levels of metalloproteinase-2 and metalloproteinase-9 on pain perception in patients with disc herniation before and after surgery","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Big Data and Digital Economy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sciatica; McGill Pain Questionnaire; Disc herniation; Low back pain; Lumbar disc herniation; Visual analogue scale; Orthopedic surgery; Pain perception","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":[0.0002301086,0.0002799311,0.00046211,0.0004675464,0.0002312236,0.0003868874,0.0001608822,0.0003972462,0.001228384],"category_scores_gemma":[0.001401164,0.0001637311,0.0003966266,0.0003688739,0.0002132935,0.0002536292,0.000249819,0.0004224205,0.0001507619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765834,"about_ca_system_score_gemma":0.0001196849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009210904,"about_ca_topic_score_gemma":0.001260285,"domain_scores_codex":[0.9997769,0.00005245882,0.00002654764,0.00005092907,0.00004549693,0.00004757046],"domain_scores_gemma":[0.9992755,0.0001705989,0.0003140495,0.00002257211,0.00005692461,0.0001603806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001470561,0.0002317541,0.9929038,0.00003601096,0.0001124302,0.0004718867,0.0002645052,0.00005136473,0.001489286,0.00000728324,0.00004029262,0.002920856],"study_design_scores_gemma":[0.000012523,0.0003807598,0.9990761,0.000002434212,0.00001766786,0.000278834,0.0001147545,0.00003985545,0.00004453208,0.000004350039,0.00002486835,0.00000318573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996075,0.000208289,0.00001918752,0.000009958598,0.000004209832,0.000004451149,0.00004264727,6.743264e-7,0.0001030423],"genre_scores_gemma":[0.9997216,0.00007540595,0.00003165758,0.000007684002,0.000007887699,0.000005070805,0.00008524046,3.494183e-7,0.00006512375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001228384,"threshold_uncertainty_score":0.004109383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09863176805080642,"score_gpt":0.4207939855818317,"score_spread":0.3221622175310253,"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."}}