{"id":"W2078950562","doi":"10.1080/10473220301349","title":"Risk Factors for Low Back Pain Among Filipino Manufacturing Workers and Their Anthropometric Measurements","year":2003,"lang":"en","type":"article","venue":"Applied Occupational and Environmental Hygiene","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; World Bank Group","keywords":"Anthropometry; Waist; Trunk; Medicine; Physical therapy; Logistic regression; Low back pain; Body segment; Environmental health; Physical medicine and rehabilitation; Body mass index","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003896101,0.0001861926,0.0001892835,0.0001094817,0.0001918838,0.00001367935,0.00002607257,0.00007991962,0.0001577863],"category_scores_gemma":[0.00007190838,0.0001364241,0.00006609934,0.0000705446,0.0002170659,0.00006487373,0.0000177361,0.00008296435,0.000006727415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007582479,"about_ca_system_score_gemma":0.000008771601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002307097,"about_ca_topic_score_gemma":0.000003003389,"domain_scores_codex":[0.9990491,0.00005075861,0.0002035179,0.0003136057,0.0001921357,0.0001908384],"domain_scores_gemma":[0.9993705,0.0002946595,0.00007933309,0.000113364,0.000005003209,0.0001372063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000116785,0.0002371096,0.9763308,0.0002300048,0.00008275225,1.040414e-7,0.0002747986,0.00009385771,0.007407662,0.00002355457,0.0001071105,0.01509543],"study_design_scores_gemma":[0.001287614,0.0001749417,0.9838425,0.00003100383,0.00002153058,7.962911e-7,0.001560784,0.0002621875,0.01212942,0.000189676,0.0003371285,0.0001623974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957765,0.0001317591,0.002884553,0.00001744704,0.00004747691,0.0007305696,0.00004891985,0.0000137898,0.0003489796],"genre_scores_gemma":[0.9978809,0.00007649035,0.001501185,0.00005854452,0.00003041646,0.00005720393,0.0002505853,0.00001794636,0.0001266901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01493303,"threshold_uncertainty_score":0.5563211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542390878402167,"score_gpt":0.2299122879925677,"score_spread":0.214488379208546,"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."}}