{"id":"W4402031837","doi":"10.58931/cect.2024.3351","title":"Preventing Work-related Musculoskeletal Injuries","year":2024,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Work (physics); Medicine; Physical therapy; Medical emergency; Physical medicine and rehabilitation; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002075624,0.0001744599,0.0002069194,0.0003580879,0.0001157669,0.0000565597,0.00007329149,0.0001849608,0.0009369371],"category_scores_gemma":[0.0002154333,0.0001514197,0.0002728782,0.0005766643,0.0001156905,0.0001067193,0.00001551927,0.00032396,0.0004092498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466779,"about_ca_system_score_gemma":0.0006517282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799799,"about_ca_topic_score_gemma":0.008215792,"domain_scores_codex":[0.9987497,0.00006420651,0.0002602526,0.0003396399,0.0001844377,0.0004017348],"domain_scores_gemma":[0.9990077,0.00006760957,0.00002117933,0.0002742288,0.0001116705,0.0005175963],"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":[0.00005152297,0.00006453252,0.1232008,0.01311923,0.0007902998,0.0005496903,0.0251828,0.00004330924,0.003933426,0.009364606,0.04970001,0.7739998],"study_design_scores_gemma":[0.0009247256,0.0005211818,0.593016,0.004600781,0.0003886629,0.00001480727,0.006030594,0.000198527,0.0003233245,0.0006682979,0.3923882,0.0009249095],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439465,0.007994357,0.00001392992,0.004040401,0.001155925,0.0005809829,0.00002150138,0.0002564494,0.0419899],"genre_scores_gemma":[0.9905718,0.00001678824,0.0001750894,0.0002704998,0.0002425278,0.00003314308,0.0001778149,0.00004654231,0.00846582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7730749,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005291057751112936,"score_gpt":0.2693657416074877,"score_spread":0.2640746838563747,"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."}}