{"id":"W2962446836","doi":"10.1097/icl.0000000000000635","title":"Utility of HSV Serology for Chronic Corneal Pathology","year":2019,"lang":"en","type":"article","venue":"Eye & Contact Lens Science & Clinical Practice","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Serology; Medicine; Herpes simplex virus; Seroprevalence; Dermatology; Etiology; Keratitis; Internal medicine; Immunology; Virus; Antibody","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00384604,0.0001591538,0.0006077674,0.0001018702,0.0001547381,0.00001763722,0.0002110416,0.0002173082,0.0004512571],"category_scores_gemma":[0.00850539,0.0001279096,0.0002293548,0.0003561904,0.0006834581,0.0006001643,0.00009690425,0.0004742004,0.0003989495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057015,"about_ca_system_score_gemma":0.00146522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001342353,"about_ca_topic_score_gemma":0.00004964974,"domain_scores_codex":[0.9974688,0.0002421695,0.0007968799,0.0006830345,0.0003182805,0.0004907893],"domain_scores_gemma":[0.9947183,0.003234433,0.0004660368,0.0007476806,0.0006330825,0.0002004444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002990734,0.003567102,0.8748194,0.0001036461,0.0002232277,0.0001191426,0.0001420239,0.000004707741,0.00890773,0.006328726,0.0004016538,0.1023919],"study_design_scores_gemma":[0.004500026,0.006362888,0.7408367,0.00003645938,0.0003214212,0.00009042154,0.000086427,0.001206615,0.00100757,0.0001053125,0.2453059,0.0001402742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729741,0.0001533892,0.000590516,0.001715354,0.001424395,0.0009770705,0.00001969366,0.00004348177,0.02210198],"genre_scores_gemma":[0.9951752,0.0001483648,0.002017925,0.001973066,0.0001769573,0.00002268899,0.000006495728,0.00001316423,0.0004661458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2449042,"threshold_uncertainty_score":0.9998464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07437665063948637,"score_gpt":0.4530925636293056,"score_spread":0.3787159129898192,"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."}}