{"id":"W2914120048","doi":"10.1016/j.carj.2018.10.005","title":"Computer Vision Syndrome: Darkness under the Shadow of Light","year":2019,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Staring; Shadow (psychology); Harm; Optometry; Medical physics; Optics","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":[0.0002003907,0.0009655107,0.0009972374,0.00262504,0.0005975452,0.0007920631,0.0006720835,0.001294418,0.003676699],"category_scores_gemma":[0.001023867,0.0001572571,0.0004933164,0.001658566,0.0007248054,0.0007937121,0.0005527178,0.001181457,0.0009037709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005743658,"about_ca_system_score_gemma":0.0009111915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005288275,"about_ca_topic_score_gemma":0.008413439,"domain_scores_codex":[0.9996796,0.00005193782,0.00005661093,0.0000589474,0.000110648,0.0000423274],"domain_scores_gemma":[0.9995807,0.0001543387,0.0001248479,0.000009405744,0.0000960402,0.00003466847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001234138,0.0002235017,0.01341803,0.02243591,0.0003206731,0.02063173,0.000673583,0.0003487607,0.002107545,0.003485926,0.06238516,0.8738458],"study_design_scores_gemma":[0.00006127727,0.0002494545,0.07093862,0.04372055,0.0008509198,0.4437762,0.002631843,0.0004492401,0.001608039,0.005680419,0.4299022,0.0001311863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002144281,0.9917571,0.0002926875,0.001090034,0.0003779001,0.00001263481,0.00004701548,0.00002628235,0.004252017],"genre_scores_gemma":[0.02379464,0.9729831,0.0002737838,0.0009241751,0.00046387,0.000009905107,0.00006867002,0.000004348178,0.001477628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005288275,"threshold_uncertainty_score":0.01229984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687631906389862,"score_gpt":0.3240868097142787,"score_spread":0.29721049065038,"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."}}