{"id":"W4394914465","doi":"10.1007/s00431-024-05519-1","title":"Challenges in the treatment of pediatric Mycoplasma pneumoniae pneumonia","year":2024,"lang":"en","type":"article","venue":"European Journal of Pediatrics","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Medicine; Pneumonia; Mycoplasma pneumoniae; Azithromycin; Antibiotics; Doxycycline; Mycoplasma pneumonia; Immunology; Community-acquired pneumonia; Minocycline; Internal medicine; Microbiology","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":[0.001002332,0.0001734445,0.0003299956,0.0007027533,0.00004470895,0.00003058934,0.0001732548,0.00004013507,0.00001435307],"category_scores_gemma":[0.00009545973,0.00009955864,0.0002983222,0.0006874922,0.00003744592,0.00009269192,0.00001381219,0.0003441418,0.00006720259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008273197,"about_ca_system_score_gemma":0.0002049613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.33792e-7,"about_ca_topic_score_gemma":0.00000310277,"domain_scores_codex":[0.9981713,0.0003764468,0.000696714,0.0001572428,0.0003933489,0.0002049281],"domain_scores_gemma":[0.998974,0.0003184121,0.0002300152,0.0002377974,0.0001229469,0.0001168176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003262055,0.008539055,0.5319383,0.003149111,0.000531714,0.05152819,0.04417083,0.0006338886,0.0170634,0.001296224,0.007696835,0.3331262],"study_design_scores_gemma":[0.003896031,0.01761683,0.5242696,0.0002190742,0.002645859,0.01314765,0.002135201,0.00007923575,0.0001554522,0.0001148627,0.4352582,0.0004619019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547478,0.0327726,0.00002654744,0.003461626,0.001051489,0.0001647998,0.000007328908,0.00002480679,0.007743007],"genre_scores_gemma":[0.9095348,0.08734585,0.00004315427,0.00006006051,0.002882578,0.000001585355,8.485417e-7,0.00003226567,0.00009888761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4275614,"threshold_uncertainty_score":0.4059883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06636517081431892,"score_gpt":0.2995270406038618,"score_spread":0.2331618697895429,"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."}}