{"id":"W3211556891","doi":"10.1016/j.xnsj.2021.100092","title":"Predictors of response following standardized education and self-management recommendations for low back pain stratified by dominant pain location","year":2021,"lang":"en","type":"article","venue":"North American Spine Society Journal (NASSJ)","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Canadian Arthritis Network; Public Health Ontario; University of Toronto; University Health Network","funders":"Ontario Ministry of Health and Long-Term Care; Arthritis Society; Toronto General and Western Hospital Foundation; Medtronic","keywords":"Medicine; Physical therapy; Logistic regression; Low back pain; Comorbidity; Body mass index; Oswestry Disability Index; Back pain; Straight leg raise; Internal medicine; Range of motion; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001895683,0.0002045217,0.0003169155,0.0003947419,0.0002265696,0.0004206406,0.0002524133,0.0004481511,0.002296481],"category_scores_gemma":[0.009548426,0.0001073605,0.0005085107,0.0004623994,0.0002154254,0.0003016125,0.0003903608,0.0005953498,0.0002373151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340418,"about_ca_system_score_gemma":0.0004573933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969685,"about_ca_topic_score_gemma":0.003225017,"domain_scores_codex":[0.9987809,0.0005096529,0.0001572514,0.0001257734,0.0002034239,0.0002228675],"domain_scores_gemma":[0.9933205,0.002383206,0.002948329,0.0001826644,0.000498488,0.0006667615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001199237,0.00006656649,0.9988175,0.000006483038,0.0000231594,0.00001182772,0.00002757856,0.00008547722,0.00002499871,0.000004497492,0.00006713382,0.0007447351],"study_design_scores_gemma":[0.00001662273,0.0002532465,0.9987743,0.000008523059,0.00001907585,0.00004733721,0.0001016662,0.0006867574,0.00002245587,0.000016218,0.00005119823,0.000002624041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99937,0.000104039,0.00006357478,0.0000957282,0.000003754869,0.00001987703,0.0001843115,0.000002377006,0.0001562409],"genre_scores_gemma":[0.9996997,0.00002181714,0.00004414132,0.00001471691,0.00000487563,0.00001285089,0.000156219,7.026704e-7,0.00004502691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002969685,"threshold_uncertainty_score":0.01002544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005625365784815606,"score_gpt":0.2810185336630229,"score_spread":0.2753931678782073,"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."}}