{"id":"W2147840299","doi":"10.1167/iovs.03-0915","title":"The Relative Burden of Dry Eye in Patients’ Lives: Comparisons to a U.S. Normative Sample","year":2004,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":278,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Normative; Medicine; Vitality; Psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006682118,0.000200802,0.0004021461,0.0002239003,0.0003260461,0.00002164546,0.0003840296,0.00007511947,0.00002087772],"category_scores_gemma":[0.002273516,0.0001435293,0.00007393931,0.001554999,0.003402137,0.0003313915,0.0002294346,0.000368683,0.00007421793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002987385,"about_ca_system_score_gemma":0.000718772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625291,"about_ca_topic_score_gemma":0.0000461652,"domain_scores_codex":[0.9979224,0.0001604444,0.0004415936,0.0004313645,0.0005270411,0.0005171943],"domain_scores_gemma":[0.9983169,0.0004215619,0.0002083179,0.0003058143,0.0004390263,0.0003083816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001366068,0.0002468284,0.9546275,0.00001074942,0.00003528397,0.00003437228,0.01713267,0.0001985087,0.02571619,0.001733611,0.000003000342,0.0001247319],"study_design_scores_gemma":[0.001136697,0.002441719,0.9330071,0.0001998872,0.00002245302,0.000002251224,0.004134235,0.00009045777,0.05268634,0.006054248,0.00005867534,0.000165981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958962,0.00006190312,0.00005679271,0.001401863,0.0001121324,0.000721989,0.00001506616,0.00001588656,0.001718183],"genre_scores_gemma":[0.9951025,0.000003483102,0.004496658,0.0002640051,0.00001952199,0.0000361925,0.000005915509,0.00001069621,0.00006098819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02697015,"threshold_uncertainty_score":0.99931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015718328553385,"score_gpt":0.3303807263942435,"score_spread":0.3002235431087097,"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."}}