{"id":"W3034645769","doi":"10.33137/utjph.v1i1.33832","title":"Epidemic Keratoconjunctivitis Outbreak Investigation","year":2020,"lang":"en","type":"article","venue":"University of Toronto Journal of Public Health","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Outbreak; Medicine; Keratoconjunctivitis; Pediatrics; Incubation period; Index case; Epidemiology; Odds ratio; Internal medicine; Dermatology; Virology","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":[0.001625247,0.00005372394,0.0002969761,0.00005378504,0.00007935006,0.000009686607,0.0001704827,0.00003961238,0.000471948],"category_scores_gemma":[0.0004056293,0.00005027301,0.0001109421,0.0001167148,0.0001181335,0.0006038814,0.00003984953,0.000182426,0.000005239836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003960454,"about_ca_system_score_gemma":0.002264824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004184794,"about_ca_topic_score_gemma":0.000645352,"domain_scores_codex":[0.9987951,0.0002328237,0.0002233455,0.00009680085,0.0004411373,0.0002107975],"domain_scores_gemma":[0.9981796,0.00004820554,0.0002847651,0.00009151196,0.0003669264,0.001029046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005640113,0.0004960014,0.3235404,0.000992362,0.0004375597,0.0004200495,0.04196805,0.00003393119,0.007141664,0.002959438,0.08232587,0.5391207],"study_design_scores_gemma":[0.009032906,0.009587237,0.54102,0.0004623803,0.00009182168,0.000421883,0.02816421,0.006376911,0.0005271613,0.0001788308,0.4038229,0.0003137425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6672232,0.002367021,0.02767914,0.2976391,0.000146479,0.0003909146,0.00001144853,0.00002290284,0.004519807],"genre_scores_gemma":[0.9944138,0.0005581663,0.003006769,0.001754603,0.0001065899,2.006871e-8,0.000002405967,0.000003916553,0.0001537579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5388069,"threshold_uncertainty_score":0.6326184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007242928373594,"score_gpt":0.3120391123442899,"score_spread":0.2113148195069305,"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."}}