{"id":"W2966191847","doi":"10.1016/j.jtos.2019.07.009","title":"Geographic distribution of corneal staining in symptomatic dry eye","year":2019,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Staining; Cornea; Ophthalmology; Contact lens; Fluorescein; Pathology; 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":[0.0005796459,0.000135625,0.0003388292,0.00004012343,0.00003407196,0.00001044712,0.0001311915,0.00008291999,0.00007656619],"category_scores_gemma":[0.00004500802,0.00009806465,0.0001387145,0.0003539477,0.00006029725,0.00006714711,0.00005170932,0.0002237306,0.000114687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004800952,"about_ca_system_score_gemma":0.00006761614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002236716,"about_ca_topic_score_gemma":0.0000192324,"domain_scores_codex":[0.9988416,0.0001124021,0.0002819228,0.0001837501,0.0003099458,0.0002704023],"domain_scores_gemma":[0.9991558,0.0000775217,0.000103035,0.0005411666,0.00007002977,0.00005246057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007597228,0.00007325206,0.9880289,0.0001249204,0.00007158882,0.00001773217,0.0002897954,0.0006991733,0.009694625,0.0005849733,0.000004049613,0.0003349609],"study_design_scores_gemma":[0.001582006,0.0002295481,0.9836616,0.0003719815,0.0001108518,0.000001904211,0.0009553604,0.006014789,0.00591605,0.0001544594,0.0008421133,0.0001593412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970905,0.001019301,0.0002025101,0.0004084611,0.00009208648,0.0005031562,0.000009182593,0.00003674106,0.0006380617],"genre_scores_gemma":[0.9992938,0.00007121476,0.0001043815,0.0001003203,0.00001171207,0.000002970741,0.00004707639,0.0000181217,0.0003503742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005315616,"threshold_uncertainty_score":0.3998961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006916809893202156,"score_gpt":0.2383103767033192,"score_spread":0.2313935668101171,"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."}}