{"id":"W1993401001","doi":"10.1002/ajim.20461","title":"Daily computer usage correlated with undergraduate students' musculoskeletal symptoms","year":2007,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention","keywords":"Medicine; Quartile; Odds; Odds ratio; Physical therapy; Activities of daily living; Computer software; Confidence interval; Internal medicine; Logistic regression; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001512765,0.0003064666,0.0007755929,0.0004268653,0.00008165097,0.00002066156,0.0005332853,0.0001293343,0.0003088086],"category_scores_gemma":[0.00008438664,0.0002059144,0.0001722093,0.0007551085,0.0009379534,0.0001095178,0.00005218726,0.0009704771,0.00003630323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077377,"about_ca_system_score_gemma":0.0001015116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005747986,"about_ca_topic_score_gemma":0.00005296533,"domain_scores_codex":[0.9972897,0.0002087374,0.001011384,0.000285555,0.0006646442,0.0005399447],"domain_scores_gemma":[0.9974867,0.0003838903,0.001174123,0.0003036748,0.0002093,0.0004422768],"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":[0.002972331,0.0004733024,0.1310075,0.000003484866,0.001551095,0.000558296,0.001419489,0.00007029329,0.0001299216,0.001058489,0.009189405,0.8515664],"study_design_scores_gemma":[0.09205972,0.1302707,0.6920289,0.002439813,0.00262262,0.003156693,0.02974415,0.00006823021,0.00004924377,0.0003256443,0.04483945,0.002394819],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982327,0.0001546757,0.008544456,0.002119293,0.002657038,0.0002280689,0.000002560763,0.00002567777,0.003941262],"genre_scores_gemma":[0.9965657,0.00003619616,0.000281316,0.0007185757,0.002130982,0.000002030185,0.000008999635,0.00004637348,0.0002098408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8491716,"threshold_uncertainty_score":0.8396944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368782691391125,"score_gpt":0.3130240652140678,"score_spread":0.2993362383001565,"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."}}