{"id":"W4316096765","doi":"10.1016/j.apergo.2023.103964","title":"Effects of anti-fatigue lenses on performance, muscle activity and subjective discomfort responses during a seated computer task","year":2023,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Placebo; Task (project management); Muscle damage; Medicine; Strain (injury); Neck muscles; Trapezius muscle; Physical medicine and rehabilitation; Audiology; Physical therapy; Psychology; Internal medicine; Electromyography; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002795164,0.0005817104,0.000474071,0.0001718845,0.0002756931,0.0003322002,0.0003098258,0.0004799766,0.003307284],"category_scores_gemma":[0.002294444,0.0002891242,0.0002407907,0.0001780459,0.0004022148,0.0004344578,0.000265616,0.0008320378,0.0002088367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725864,"about_ca_system_score_gemma":0.0003818439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002507787,"about_ca_topic_score_gemma":0.002584116,"domain_scores_codex":[0.9997537,0.00004994485,0.00003200167,0.00004244193,0.00003272248,0.00008908552],"domain_scores_gemma":[0.9985269,0.0009028963,0.0001399495,0.00006546843,0.0001175451,0.0002472146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.369053,0.009702424,0.004603367,0.0006301801,0.0002134384,0.0002406037,0.0008129604,0.0004224784,0.5821311,0.000106093,0.0003265062,0.03175781],"study_design_scores_gemma":[0.009953789,0.2940463,0.2938704,0.0001242465,0.0009093623,0.0004497359,0.001324821,0.004097339,0.3923784,0.0002002518,0.002547021,0.00009840421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991146,0.0001968031,0.0001753984,0.0000335021,0.00003578756,0.00002597437,0.00005746302,0.000008933273,0.0003515712],"genre_scores_gemma":[0.9976385,0.0002456429,0.000394409,0.00006719861,0.00006064055,0.00004861025,0.0001112178,0.000009070705,0.001424628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003307284,"threshold_uncertainty_score":0.01106399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207126550495271,"score_gpt":0.2581411949849791,"score_spread":0.2460699294800263,"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."}}