{"id":"W4412523151","doi":"10.1016/j.lanmic.2025.101191","title":"Mycoplasma pneumoniae: re-emergence and beyond","year":2025,"lang":"en","type":"letter","venue":"The Lancet Microbe","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Mycoplasma pneumoniae; Microbiology; Virology; Biology; Medicine; Pneumonia; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003569134,0.0003734725,0.0006277719,0.0001757098,0.000543047,0.00008652909,0.0006662678,0.0008909305,0.00251816],"category_scores_gemma":[0.00006307265,0.0002660867,0.0001618108,0.0002637174,0.0005157941,0.00005117214,0.0006099722,0.002570592,0.001143652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004184143,"about_ca_system_score_gemma":0.0001804943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002191068,"about_ca_topic_score_gemma":0.00006165807,"domain_scores_codex":[0.9978257,0.0004324753,0.0003185025,0.0005624067,0.00004808306,0.0008128169],"domain_scores_gemma":[0.9985114,0.0003380803,0.0001241998,0.0009023992,0.0001021884,0.00002170968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003384499,0.00002255885,0.00009924387,0.0001997631,0.0002468764,0.00003608324,0.00009170463,3.33398e-7,0.08876389,0.0001420234,0.9086227,0.001740991],"study_design_scores_gemma":[0.0005019251,0.00003510219,0.00002239626,0.0001019975,0.0001216336,0.0002641426,0.0000359344,9.233271e-7,0.004482864,0.0003332967,0.9938139,0.0002859156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004228793,0.02734419,0.00004282587,0.9425076,0.00225846,0.000738524,0.001270015,0.0001924689,0.02141716],"genre_scores_gemma":[0.003008672,0.01000633,0.00006275627,0.8473073,0.002110086,0.0001239953,0.00135596,0.00007032679,0.1359546],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1145375,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456082831369119,"score_gpt":0.2839604719348686,"score_spread":0.2593996436211774,"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."}}