{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001943561,0.0003494184,0.0002813525,0.001553971,0.0004677256,0.0009818878,0.0004132082,0.0004165876,0.002715683],"category_scores_gemma":[0.01056796,0.0001541692,0.0003949365,0.0008906157,0.0006586679,0.0008857652,0.0007088762,0.0005509799,0.000530811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002535245,"about_ca_system_score_gemma":0.0005721524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045737,"about_ca_topic_score_gemma":0.001350599,"domain_scores_codex":[0.9986123,0.0004793886,0.0002737002,0.0001340579,0.0002790096,0.0002214859],"domain_scores_gemma":[0.9881907,0.003689956,0.005344316,0.0004842263,0.001524813,0.0007660656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000388894,0.000007657157,0.9979985,0.000009970979,0.000004671771,0.0001801662,0.000030536,0.00001095988,0.0001430201,0.000005148175,0.00002740933,0.001543087],"study_design_scores_gemma":[0.000005424313,0.0002250238,0.9880342,0.00007942317,0.00003655632,0.009688105,0.0004727986,0.0003384044,0.000553552,0.00002887467,0.0005310386,0.000006532658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968459,0.001398758,0.000249247,0.00007523273,0.00002004421,0.00001432692,0.0001269329,0.00001146199,0.001257936],"genre_scores_gemma":[0.9993142,0.0002020087,0.0002755468,0.00002338483,0.00003109199,0.000003315074,0.00008040081,0.000002399677,0.00006763637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002715683,"threshold_uncertainty_score":0.01027864,"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."}}