{"id":"W3095350556","doi":"10.1016/j.msksp.2020.102295","title":"Clinical practice guidelines for the treatment and management of low back pain: A systematic review of quantity and quality","year":2020,"lang":"en","type":"review","venue":"Musculoskeletal Science and Practice","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"McMaster University","keywords":"Rigour; CLARITY; Medicine; CINAHL; Stakeholder; Guideline; MEDLINE; Scope (computer science); Low back pain; Physical therapy; Alternative medicine; Nursing; Pathology; Management; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05799486,0.0003789594,0.002885975,0.00007403452,0.0001795602,0.00007012618,0.0002587328,0.0001308032,0.0000133244],"category_scores_gemma":[0.2976928,0.0002097085,0.0004546698,0.0007575527,0.0008250548,0.0007633657,0.0002426989,0.0002810371,0.000005664938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009017247,"about_ca_system_score_gemma":0.0007072289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002398349,"about_ca_topic_score_gemma":0.00001602376,"domain_scores_codex":[0.9906376,0.002526524,0.004730642,0.0008263892,0.00101284,0.0002659784],"domain_scores_gemma":[0.9315511,0.05816067,0.00534071,0.0009204682,0.00371543,0.0003116019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007885803,0.0001819179,0.000004093008,0.5782946,0.0004761438,0.000003671664,0.00002385593,1.35295e-8,3.531126e-7,0.0003043382,0.0004188787,0.4202133],"study_design_scores_gemma":[0.0007231403,0.00142743,0.00002724965,0.2353214,0.01796582,0.0001391452,0.001092403,0.0000557202,1.618998e-7,0.000006054587,0.7430606,0.0001808237],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006380555,0.970312,0.0009474078,0.01977275,0.000153344,0.008528537,0.0000447258,0.00001048363,0.000224383],"genre_scores_gemma":[0.000007643047,0.9655889,0.02847046,0.005456306,0.000133907,0.0002630198,0.00002260487,0.00002075538,0.00003644821],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7426417,"threshold_uncertainty_score":0.9699925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5466847219459036,"score_gpt":0.6359716862370192,"score_spread":0.0892869642911156,"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."}}