{"id":"W4387541935","doi":"10.1097/pec.0000000000003066","title":"Is Ophthalmia Neonatorum Associated With Invasive Bacterial Infection? A Single-Center Retrospective Study","year":2023,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital; Université de Montréal; University of Calgary","funders":"","keywords":"Medicine; Emergency department; Retrospective cohort study; Pediatrics; Confidence interval; Chlamydia; Internal 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007784623,0.000264693,0.0003353854,0.0003592266,0.000255091,0.00002026531,0.00005443585,0.0001183011,0.001162866],"category_scores_gemma":[0.0001978997,0.0002207328,0.0001617444,0.002132563,0.00001728292,0.0001201289,0.0000683022,0.0001954848,0.0002508168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004698723,"about_ca_system_score_gemma":0.0001677718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002811225,"about_ca_topic_score_gemma":0.0005033737,"domain_scores_codex":[0.9983188,0.00007368139,0.0003062763,0.0004841236,0.0004452848,0.000371831],"domain_scores_gemma":[0.9987852,0.00002098862,0.0001465011,0.0003223237,0.0005767961,0.0001482036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006596749,0.001187365,0.9925078,0.00004294697,0.0004830794,0.0002499687,0.001916601,0.000001552528,0.00003742548,0.00000207321,0.003430283,0.00007491755],"study_design_scores_gemma":[0.003641558,0.002651756,0.9912787,0.00001678564,0.0008365921,0.00002792533,0.0009931542,0.000001796509,0.0000601629,0.00001509768,0.0002555999,0.000220867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993315,0.0001157436,0.000001727747,0.00005590745,0.00148906,0.001125413,0.0001652129,0.0002913451,0.003440609],"genre_scores_gemma":[0.9977344,0.0002382572,0.000007568926,0.00001748614,0.0005974694,0.0001762937,0.0003826164,0.00005657889,0.0007893428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004419405,"threshold_uncertainty_score":0.9997502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362621802073346,"score_gpt":0.2870435121499231,"score_spread":0.2634172941291896,"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."}}