{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01199482,0.00004910372,0.0001447657,0.000433792,0.0005743937,0.00004956288,0.00017124,0.00001739149,0.0001798412],"category_scores_gemma":[0.0006583807,0.00002848428,0.00005098909,0.0003718063,0.0006303345,0.0001219693,0.00003294931,0.0004323402,3.949073e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000345769,"about_ca_system_score_gemma":0.0006049217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000970637,"about_ca_topic_score_gemma":0.0000111542,"domain_scores_codex":[0.9967847,0.0007551303,0.0002731698,0.000117493,0.001855379,0.0002140524],"domain_scores_gemma":[0.9985604,0.0005959017,0.0001852546,0.00003555107,0.0004779496,0.0001449972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002457043,0.0008773119,0.942076,0.0002100114,0.0001404679,0.00002658427,0.01673894,0.0006202038,0.000620742,0.0005445418,0.003975464,0.03392405],"study_design_scores_gemma":[0.0009731755,0.004562971,0.9439032,0.0012039,0.000002517844,0.0000260108,0.04397028,0.00458964,0.00001447127,0.000364446,0.0003305904,0.00005879744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797656,0.0004053953,0.0001258531,0.01892221,0.0002273096,0.0001441812,0.000002465998,0.00000266475,0.0004043102],"genre_scores_gemma":[0.9992985,0.00004225046,0.000109846,0.000224451,0.00007939362,0.000001779113,0.000003407501,0.000003911723,0.0002364183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03386525,"threshold_uncertainty_score":0.441783,"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."}}