{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003954512,0.0001809246,0.000417602,0.00007355031,0.0002288525,0.00004185222,0.00005989213,0.00005274079,0.00002511898],"category_scores_gemma":[0.001048371,0.0001606384,0.0003617131,0.0006765122,0.0001157592,0.0001329527,0.00001984531,0.0002119317,5.759674e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002545269,"about_ca_system_score_gemma":0.0007320298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001892066,"about_ca_topic_score_gemma":0.00001807076,"domain_scores_codex":[0.9976785,0.0007880878,0.0006536433,0.0002805412,0.0003602795,0.0002389776],"domain_scores_gemma":[0.9981217,0.0003845643,0.0004527225,0.0002199544,0.0006044322,0.0002166208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002029523,0.004769539,0.1389694,0.006756821,0.003767727,0.000007747666,0.00973621,0.000145659,0.05974139,0.00004316736,0.333446,0.4405868],"study_design_scores_gemma":[0.01492748,0.007316224,0.7807406,0.002861585,0.001170223,0.00004302632,0.07671968,0.007068365,0.002082925,0.0001067324,0.1059688,0.0009944049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028233,0.0005084103,0.08632255,0.009005042,0.0002736806,0.0009450017,0.00003998441,0.00002726502,0.00005481798],"genre_scores_gemma":[0.9078275,0.0009825804,0.08813345,0.001399699,0.0001981334,0.00008795391,0.0005018374,0.00003800356,0.0008308407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6417711,"threshold_uncertainty_score":0.6550644,"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."}}