{"id":"W4386845065","doi":"10.3389/fnhum.2023.1248943","title":"Metalloproteinase-2 in failed back surgery syndrome caused by epidural fibrosis: can it play a role in persistent pain?","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oswestry Disability Index; MMP3; Failed back surgery; Matrix metalloproteinase; Beck Depression Inventory; Fibrosis; MMP2; Internal medicine; Gastroenterology; Low back pain; Anesthesia; Surgery; Pathology; Cancer; Gene expression; Anxiety","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":[0.0003774272,0.0003668539,0.0005304918,0.0005822126,0.0001510974,0.0003748219,0.0002504677,0.0006155206,0.001896633],"category_scores_gemma":[0.001232724,0.0001389699,0.0003095336,0.0003498728,0.0005310625,0.0004207924,0.0002025234,0.0003325165,0.0002364402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348431,"about_ca_system_score_gemma":0.0001432297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004489607,"about_ca_topic_score_gemma":0.0002952936,"domain_scores_codex":[0.9998549,0.00004438801,0.00002214161,0.00002386506,0.00002665912,0.00002793516],"domain_scores_gemma":[0.9994629,0.0001399956,0.0002378785,0.0000188825,0.00003996598,0.0001003521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002087074,0.0001321008,0.9381713,0.0006085262,0.0002021079,0.02236439,0.0003485823,0.0001356528,0.01370386,0.0002552274,0.0004645978,0.02152662],"study_design_scores_gemma":[0.0001386925,0.001025307,0.9354814,0.0001360974,0.0002269739,0.05833894,0.0005615465,0.0009248825,0.00146365,0.0003562651,0.001327632,0.00001856454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719739,0.02628087,0.0004395414,0.0006438341,0.00008466184,0.000009238457,0.00005600285,0.00001116296,0.0005008326],"genre_scores_gemma":[0.9969748,0.002435651,0.0001954474,0.00005815163,0.000167256,0.000004792676,0.00003147807,0.000001088448,0.000131409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001896633,"threshold_uncertainty_score":0.006344855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131315745410924,"score_gpt":0.2660939687961552,"score_spread":0.234780811342046,"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."}}