{"id":"W7066224037","doi":"","title":"An investigation into the prevalence and occupational risk factors of low back pain in emergency medical services personnel","year":2008,"lang":"en","type":"dissertation","venue":"DUT Open Scholar (Durban University of Technology)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Chiropractic Association","funders":"","keywords":"Low back pain; Medical services; Compliance (psychology); Health services; Emergency medical services; Occupational safety and health; Population","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":[0.0004934426,0.0001466068,0.0002195683,0.0002121704,0.0002744408,0.00001414521,0.000919799,0.0002010728,0.0007550404],"category_scores_gemma":[0.00002211513,0.0001394819,0.00003865271,0.0004077152,0.0001497812,0.000542115,0.0001129471,0.0004858857,0.000004544677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001869426,"about_ca_system_score_gemma":0.0001602419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003757822,"about_ca_topic_score_gemma":0.001179002,"domain_scores_codex":[0.9990544,0.0001080079,0.0002275543,0.0002600915,0.0002269206,0.0001229983],"domain_scores_gemma":[0.9992005,0.00002358531,0.0003773208,0.0002301643,0.0001126072,0.00005580646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004237109,0.00004899198,0.9863533,0.0001696052,0.00004341014,5.985246e-7,0.008830958,0.000003932292,0.0003209162,0.0001034981,0.00002227364,0.004060151],"study_design_scores_gemma":[0.0004204205,0.00006124978,0.9759057,0.0002639489,0.00002542321,1.72196e-7,0.01821652,0.0009564019,0.003414516,0.0004660673,0.00009172835,0.0001778512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993018,0.0001090051,0.00001000938,0.00003098365,0.00004752213,0.0002641566,0.00004932192,0.000009999662,0.000177209],"genre_scores_gemma":[0.9987163,0.0001966976,0.0004865162,0.000002003222,0.000009727574,0.000001588387,0.0002681144,0.000006905236,0.000312144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104476,"threshold_uncertainty_score":0.8267164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009967017338771696,"score_gpt":0.2383196675806796,"score_spread":0.2283526502419079,"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."}}