{"id":"W3148695253","doi":"10.1097/opx.0000000000001673","title":"Low Vision and Dry Eye: Does One Diagnosis Overshadow the Other?","year":2021,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre intégré de santé et de services sociaux de la Montérégie-Centre; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides; Centre de Santé et de Services Sociaux de la Montagne; Association for Canadian Studies; Centre de réadaptation Lethbridge-Layton-Mackay; Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal","funders":"","keywords":"Medicine; Disease; Visual acuity; Optometry; Ophthalmology; Eye disease; Artificial tears; Internal medicine","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":[0.0006754075,0.000101708,0.0001700754,0.0001128471,0.000377072,0.0001866184,0.0001067519,0.00005201338,0.0001838827],"category_scores_gemma":[0.00028485,0.00005418069,0.00004020237,0.001022253,0.0003874096,0.0003301495,0.0001879145,0.0001416727,0.00001922182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001736491,"about_ca_system_score_gemma":0.00006679578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000153186,"about_ca_topic_score_gemma":0.00000365072,"domain_scores_codex":[0.99872,0.00003791983,0.0001253959,0.0003926458,0.0005105129,0.0002135308],"domain_scores_gemma":[0.999159,0.0001703108,0.00004072782,0.000346857,0.0001193187,0.0001637384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004189817,0.0002055028,0.8183106,0.00007302528,0.00001401818,0.00002692702,0.0003015182,5.327327e-7,0.08793151,0.000280078,0.00003108233,0.09278335],"study_design_scores_gemma":[0.0006262369,0.0002419794,0.8782966,0.000365548,0.00003505283,0.000004093857,0.0007097571,0.0004228373,0.1090297,0.00007077039,0.01007485,0.0001225178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924859,0.001435241,0.0002100757,0.004701342,0.0001442929,0.0001099794,0.000004738735,0.00001880913,0.0008896637],"genre_scores_gemma":[0.9957553,0.001257101,0.0006167435,0.00157993,0.00005174329,0.000003833339,9.512257e-7,0.000006402698,0.0007280207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09266083,"threshold_uncertainty_score":0.2900171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100360999073695,"score_gpt":0.3762166884617868,"score_spread":0.3652130784710498,"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."}}