{"id":"W4385460913","doi":"10.1177/17557380231191147","title":"Cauda equina syndrome: Recognising ‘red flags’ for back pain in primary care","year":2023,"lang":"en","type":"article","venue":"InnovAiT Education and inspiration for general practice","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Cauda equina syndrome; Medicine; Referral; Primary care; Cauda equina; Back pain; Presentation (obstetrics); Low back pain; Physical therapy; Pediatrics; Surgery; Family medicine; Pathology; Alternative medicine; Psychiatry","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":[0.001573016,0.0001403398,0.0002045308,0.0003619713,0.0001519347,0.00006320931,0.00003992531,0.0001385011,0.00002339419],"category_scores_gemma":[0.002423559,0.0001375097,0.00006548753,0.0007118662,0.00003556233,0.0005493264,0.00001487293,0.00012776,0.00002407663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144903,"about_ca_system_score_gemma":0.0004836806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005279415,"about_ca_topic_score_gemma":0.00002197789,"domain_scores_codex":[0.9986683,0.000157665,0.0004757691,0.0003325561,0.0001570891,0.0002085973],"domain_scores_gemma":[0.9984125,0.0004846052,0.0001855242,0.0001722402,0.0006700037,0.00007512791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008268591,0.0007783496,0.003020745,0.00842939,0.00007664487,0.000002038592,0.004107819,0.00008679704,0.06265984,0.003526635,0.04635119,0.8701337],"study_design_scores_gemma":[0.005947854,0.00372523,0.1411207,0.0008559081,0.0001303916,0.00005622866,0.01013876,0.00609066,0.001078361,0.001662151,0.8285209,0.0006728371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646878,0.0004905034,0.002786899,0.02101174,0.001073564,0.003491934,0.0000232307,0.0001063962,0.006327935],"genre_scores_gemma":[0.9122738,0.0001483668,0.0593536,0.0130264,0.0007813349,0.001302722,0.005561167,0.0000815837,0.007471045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8694608,"threshold_uncertainty_score":0.5607485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824036546639174,"score_gpt":0.3422953886761444,"score_spread":0.3140550232097526,"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."}}