{"id":"W4225716897","doi":"10.52403/ijhsr.20220403","title":"Factors Associated with Low Back Pain among Nursing Personnel","year":2022,"lang":"en","type":"article","venue":"International Journal of Health Sciences and Research","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Low back pain; Back pain; Overtime; Nursing; Cross-sectional study; Affect (linguistics); Health care; Informed consent; Physical therapy; Family medicine; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000380089,0.0001590538,0.0002264938,0.0007038302,0.000486701,0.0004927433,0.0002239419,0.0002822431,0.004349901],"category_scores_gemma":[0.002059083,0.0001287474,0.0001940565,0.0006391554,0.0002199935,0.0001975209,0.0002994578,0.0003271234,0.0002998658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002673118,"about_ca_system_score_gemma":0.0005763068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006673086,"about_ca_topic_score_gemma":0.007758454,"domain_scores_codex":[0.9995052,0.0001008568,0.00005775898,0.00004824099,0.0001757104,0.0001122071],"domain_scores_gemma":[0.9988105,0.0002196303,0.0006221751,0.00002117839,0.0001314385,0.0001951008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000016381,0.00005087961,0.997128,0.00006049835,0.00001087953,0.0001247867,0.0001782922,0.00001123009,0.000141606,0.000008132799,0.0001036368,0.002165628],"study_design_scores_gemma":[0.000001044774,0.00008290194,0.9985391,0.00005107699,0.000006714183,0.0002509405,0.0008356913,0.00002380957,0.00001803103,0.0000118052,0.000176545,0.000002238472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975724,0.0009780059,0.00005023039,0.0002152622,0.00001627933,0.00001693309,0.0001558571,0.000003007039,0.0009920108],"genre_scores_gemma":[0.9991423,0.0004438398,0.0000528503,0.00004542384,0.00001745945,0.000009640096,0.00009131923,6.854107e-7,0.0001965351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006673086,"threshold_uncertainty_score":0.01455182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106822723849058,"score_gpt":0.4468488598858399,"score_spread":0.3400261360367819,"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."}}