{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002423006,0.0005710155,0.0009936417,0.0005209645,0.001758944,0.002304709,0.001276162,0.02401737,0.004380741],"category_scores_gemma":[0.01574958,0.0004229574,0.0008435899,0.0003910193,0.002368715,0.004962205,0.00153475,0.01973439,0.004435698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002666937,"about_ca_system_score_gemma":0.002662449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002322164,"about_ca_topic_score_gemma":0.003369526,"domain_scores_codex":[0.9978932,0.0007034696,0.0002865252,0.0002619013,0.0005602225,0.0002947461],"domain_scores_gemma":[0.9929178,0.004048412,0.0004785941,0.00034299,0.001097732,0.001114464],"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":[0.0001626293,0.00007270458,0.002068621,0.0002924066,0.00002478646,0.01274176,0.0003813064,0.00008574098,0.0006979313,0.00697065,0.9217037,0.05479774],"study_design_scores_gemma":[0.0001537894,0.0002222781,0.003322364,0.001498227,0.0000403403,0.02858741,0.0009319285,0.0006972842,0.0006354339,0.03480662,0.9290176,0.00008670021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00161505,0.01531271,0.0001839436,0.956575,0.02267242,0.000009965419,0.0000317542,0.00004319531,0.003555958],"genre_scores_gemma":[0.01793852,0.01212117,0.0002767703,0.8500022,0.1164341,0.00001964375,0.00003463969,0.00002273753,0.003150231],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02401737,"threshold_uncertainty_score":0.01935005,"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."}}