{"id":"W1592040557","doi":"10.2105/ajph.91.7.1069","title":"Biomechanical and psychosocial risk factors for low back pain at work","year":2001,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":304,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto","funders":"","keywords":"Psychosocial; Low back pain; Job control; Physical therapy; Logistic regression; Medicine; Body mass index; Job satisfaction; Psychology; Back pain; Back injury; Lumbar; Job strain; Work (physics); Social psychology; Psychiatry; Surgery","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":[0.004347222,0.0001120062,0.0004761004,0.0001853711,0.0001036649,0.00001795967,0.00006251435,0.0000477016,0.00008170135],"category_scores_gemma":[0.001561435,0.00007837069,0.0001907395,0.0004735461,0.0002118796,0.00007746163,0.00001188353,0.0002164647,0.000004043429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381562,"about_ca_system_score_gemma":0.0003080168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008851228,"about_ca_topic_score_gemma":0.00001450709,"domain_scores_codex":[0.9980416,0.0006491409,0.0005437295,0.0001478869,0.0002617343,0.0003559088],"domain_scores_gemma":[0.9975363,0.0007822641,0.000651931,0.00011428,0.0001683849,0.0007468413],"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":[0.0003127436,0.0003383873,0.2663553,0.0002479296,0.0001192179,0.000001717343,0.001830802,6.314723e-7,0.0001522454,0.00007485607,0.0125786,0.7179876],"study_design_scores_gemma":[0.004903992,0.02074585,0.8091379,0.0004606003,0.00003863917,0.0000813423,0.009018647,0.0002714012,0.000006268241,0.000503713,0.1545126,0.0003189818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327719,0.0001716904,0.02366046,0.04281836,0.000202236,0.0003026587,0.00000574513,0.00001019458,0.00005682011],"genre_scores_gemma":[0.9911315,0.0005810919,0.005598835,0.002078995,0.0004266837,0.000003292469,0.000008537193,0.00001886033,0.0001521888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7176686,"threshold_uncertainty_score":0.3195864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106628949046822,"score_gpt":0.338033626559199,"score_spread":0.3069673370687308,"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."}}