{"id":"W4295309031","doi":"10.15273/dmj.vol48no2.11472","title":"Workers’ compensation board claims and emergency department diagnostic management of non-specific low back pain","year":2022,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Triage; Nova scotia; Emergency medicine; Odds ratio; Guideline; Low back pain; Back pain; Cohort; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002428084,0.0001361045,0.0002890327,0.0001258821,0.0002066951,0.000009954484,0.0001192841,0.00005971784,0.00637953],"category_scores_gemma":[0.0001604608,0.0001091344,0.0001415529,0.0002365358,0.0001179854,0.00004151106,0.0001154811,0.0004812738,0.00002073604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104251,"about_ca_system_score_gemma":0.00005606767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005758901,"about_ca_topic_score_gemma":0.000002783916,"domain_scores_codex":[0.997261,0.0003904575,0.0006337726,0.000207977,0.001262228,0.0002445106],"domain_scores_gemma":[0.9988589,0.0003259446,0.0001841221,0.0001765649,0.00006649867,0.0003880004],"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":[0.0007450749,0.002713737,0.2436714,0.004201299,0.0007293652,0.001187299,0.002729695,0.0003452818,0.001069411,0.0005331244,0.1214994,0.6205749],"study_design_scores_gemma":[0.003514991,0.001354974,0.9730601,0.0009356178,0.00008305198,0.0001831539,0.002709713,0.002155886,0.0000151741,0.0004995695,0.01528133,0.0002064721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825089,0.000998158,0.009351132,0.004423642,0.0008784461,0.0006549507,0.000005613466,0.0000174129,0.001161726],"genre_scores_gemma":[0.9952466,0.002102436,0.00167756,0.0003231313,0.0002496793,0.00003978821,0.00004810424,0.0000203194,0.0002923793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7293887,"threshold_uncertainty_score":0.9945288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036401848861244,"score_gpt":0.263724453250464,"score_spread":0.2533604347618515,"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."}}