{"id":"W7070624790","doi":"","title":"Prevalence and management of musculoskeletal pain in rural communities","year":2022,"lang":"en","type":"dissertation","venue":"The Sydney eScholarship Repository (The University of Sydney)","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Musculoskeletal pain; Odds ratio; Rural area; Population; Confidence interval; Epidemiology; Prevalence; Odds","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":[0.001402283,0.0002390731,0.0004254593,0.0002073654,0.0004858659,0.00001376154,0.0005259345,0.0001676179,0.000170848],"category_scores_gemma":[0.00005429491,0.0001849511,0.0002962016,0.0002912093,0.0004896474,0.0001394542,0.0001649433,0.0008219771,0.000001720758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001255442,"about_ca_system_score_gemma":0.00009594589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012165,"about_ca_topic_score_gemma":0.0001862056,"domain_scores_codex":[0.9976771,0.001023016,0.0003750206,0.0001867082,0.000543986,0.0001941756],"domain_scores_gemma":[0.9984518,0.0002736621,0.0003961618,0.0006801217,0.0001309369,0.00006736421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01129517,0.004601996,0.3217115,0.2010768,0.005884936,0.0003998691,0.2376847,0.0002836807,0.02232176,0.0218784,0.001830642,0.1710305],"study_design_scores_gemma":[0.001247901,0.0008618427,0.7419121,0.003225484,0.0009494214,0.00001409893,0.2497758,0.00006928846,0.0001052414,0.0003420776,0.001227563,0.0002691933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874045,0.002755755,0.000003766665,0.0002243141,0.0002043309,0.001043997,0.00001060041,0.00002063486,0.008332103],"genre_scores_gemma":[0.9897165,0.00231697,0.00008798842,0.00002160663,0.00001625013,0.000007309218,0.0001446971,0.00002479208,0.007663896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202006,"threshold_uncertainty_score":0.7542085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007506083635873227,"score_gpt":0.2360255513037277,"score_spread":0.2285194676678544,"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."}}