{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002682976,0.0001513603,0.0002210007,0.001683853,0.0002680036,0.0005287058,0.000190209,0.0002360444,0.003897976],"category_scores_gemma":[0.001120637,0.0001327925,0.0003569518,0.0015592,0.0003193774,0.0003741005,0.0004504398,0.0001769482,0.0003201331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730525,"about_ca_system_score_gemma":0.0001581479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006516406,"about_ca_topic_score_gemma":0.007252804,"domain_scores_codex":[0.9997314,0.00005640111,0.00005467375,0.00005674624,0.0000425178,0.00005826199],"domain_scores_gemma":[0.998742,0.0001972851,0.0006527233,0.00007791142,0.0001816834,0.0001483963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001493364,0.00001136279,0.9950681,0.00002066241,0.00004662713,0.0002219849,0.0002297376,0.00004371383,0.0009463179,0.00005851052,0.0001264622,0.003077147],"study_design_scores_gemma":[0.000001719471,0.00003953042,0.9986897,0.000004276343,0.00001011769,0.0005294544,0.0004620614,0.00005089417,0.00005332794,0.00001999786,0.0001366947,0.000002281412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982477,0.0002970297,0.00006657129,0.00002571165,0.000002580373,0.000002649136,0.0004040686,0.000007348113,0.0009462577],"genre_scores_gemma":[0.9996221,0.00008359947,0.00002607421,0.000005091194,0.000004058024,0.000001170522,0.0001509593,0.000001860924,0.0001049569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006516406,"threshold_uncertainty_score":0.01304001,"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."}}