{"id":"W4415773436","doi":"10.1080/07853890.2025.2582067","title":"Insights into effective rest breaks for reducing cognitive and musculoskeletal strain in farm machinery operators: a qualitative reflexive analysis","year":2025,"lang":"en","type":"article","venue":"Annals of Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome Prairie; Prairie Agricultural Machinery Institute; University of Saskatchewan","funders":"Agrivita Canada; Mitacs; WorkSafeBC","keywords":"Reflexivity; Cognition; Productivity; Psychological intervention; Work (physics); Rest (music); Perception","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02609647,0.0008709954,0.001013917,0.00272456,0.005464927,0.003729959,0.001985719,0.001436807,0.003142955],"category_scores_gemma":[0.02965607,0.0006055188,0.0007252628,0.00191834,0.008797552,0.003239583,0.004330737,0.002408989,0.0002977753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006342058,"about_ca_system_score_gemma":0.00923803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00436395,"about_ca_topic_score_gemma":0.008851826,"domain_scores_codex":[0.9871925,0.009690314,0.0004541089,0.0006482541,0.001059966,0.0009548539],"domain_scores_gemma":[0.9708209,0.02464611,0.001178199,0.0004908803,0.002038198,0.0008255577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005605164,0.00006097481,0.001147514,0.00101073,0.000008280479,0.0003745683,0.9842561,0.00006930139,0.001148225,0.002353985,0.0007714083,0.008742848],"study_design_scores_gemma":[0.00001008373,0.00006562305,0.001400209,0.0008504059,0.00001123834,0.00009484281,0.9882458,0.0001177357,0.0004781002,0.001089557,0.007621387,0.00001502609],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577276,0.001877146,0.01841757,0.006296698,0.0002524477,0.002524754,0.0009235429,0.00006272795,0.01191754],"genre_scores_gemma":[0.9739761,0.001818928,0.01328408,0.001650077,0.00004499212,0.00387121,0.0002854442,0.00007476241,0.004994393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02609647,"threshold_uncertainty_score":0.1380129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954499076716025,"score_gpt":0.4347825761966354,"score_spread":0.4052375854294751,"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."}}