{"id":"W3173489879","doi":"10.1542/peds.2021-051322","title":"Neonatal Mastitis and Concurrent Serious Bacterial Infection","year":2021,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Cellulitis; Emergency department; Sepsis; Confidence interval; Internal medicine; Pediatrics; Staphylococcus aureus; Surgery","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":[0.00004048085,0.00006878761,0.0001137926,0.00004176251,0.00004608567,0.00002246925,0.00001126979,0.00005961125,0.0002970622],"category_scores_gemma":[0.0000569793,0.00006566072,0.00003661413,0.0001449952,0.00001975413,0.00004065692,0.00004572394,0.0001034322,0.00002546574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002499826,"about_ca_system_score_gemma":0.0001234666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003906262,"about_ca_topic_score_gemma":0.00002122398,"domain_scores_codex":[0.9995147,0.00001541459,0.0001014215,0.0001457982,0.0001083737,0.0001142869],"domain_scores_gemma":[0.9996677,0.00001960863,0.00002519081,0.00009223668,0.00008252661,0.0001127419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006999056,0.0001659652,0.6161103,0.0003368221,0.00002575909,0.000715334,0.0002449449,0.000001138327,0.002711608,0.0008168721,0.006013907,0.3727873],"study_design_scores_gemma":[0.001195106,0.0001044062,0.9278815,0.000009936623,0.0001341525,0.001230034,0.00002358849,0.00004799811,0.0003424509,0.00002444864,0.06891,0.00009634906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961161,0.001484622,0.0003938088,0.0003681345,0.0009506219,0.00006893838,0.00002304987,0.00003471924,0.0005599757],"genre_scores_gemma":[0.9969155,0.001059334,0.0002190955,0.00009774615,0.001258455,0.000004425158,0.00008331813,0.000009486429,0.0003526465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.372691,"threshold_uncertainty_score":0.3252623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001554019963652,"score_gpt":0.2384044402458368,"score_spread":0.2283889000462003,"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."}}