{"id":"W3159032210","doi":"10.2174/1875399x02114010014","title":"Efficacy of McKenzie Manipulative Therapy on Pain, Functional Activity and Disability for Lumbar Disc Herniation","year":2021,"lang":"en","type":"article","venue":"The Open Sports Sciences Journal","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Manual therapy; Physical therapy; Lumbar disc herniation; Rehabilitation; Low back pain; Lumbar; Randomized controlled trial; Surgery; Alternative medicine","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":[0.005404244,0.00007998027,0.00019846,0.0000230246,0.0004091175,0.00007816906,0.0001145585,0.00002973969,0.0003174499],"category_scores_gemma":[0.0007469693,0.00004120474,0.0001083054,0.0001759023,0.0004700097,0.0002221786,0.00003500905,0.0001313355,5.00598e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004100172,"about_ca_system_score_gemma":0.00014702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002426677,"about_ca_topic_score_gemma":0.00002303773,"domain_scores_codex":[0.9986987,0.0002655562,0.000250456,0.0002079476,0.0004608363,0.0001165345],"domain_scores_gemma":[0.9987826,0.0005916472,0.0002268668,0.0001631926,0.0001676929,0.00006798133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002534696,0.001862528,0.4988027,0.0001356762,0.0001099485,0.000004526049,0.002203377,0.0009842666,0.02490718,0.003035493,0.0005755207,0.4648441],"study_design_scores_gemma":[0.001143433,0.0008200708,0.9927555,0.00008183708,0.00001370675,0.00001561947,0.0004999828,0.0008807399,0.000601841,0.002855331,0.0002793685,0.00005254307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910968,0.0000883984,0.0008887327,0.006547845,0.0001537706,0.0006124933,0.000002543128,0.000003100447,0.0006063272],"genre_scores_gemma":[0.9987394,0.00005433518,0.0005545323,0.0002324901,0.0001360947,0.000009184771,0.000004565958,0.000004260115,0.0002651275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4939528,"threshold_uncertainty_score":0.3475854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07186409269776206,"score_gpt":0.3613588730358256,"score_spread":0.2894947803380636,"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."}}