{"id":"W4415358267","doi":"10.2174/0115733963359810251003101314","title":"Multiplexed PCR Diagnosis of Bacterial Atypical Pneumonias in the After COVID Era","year":2025,"lang":"en","type":"article","venue":"Current Pediatric Reviews","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Doxycycline; Mycoplasma pneumoniae; Chlamydia; Pneumonia; Mycoplasma; Atypical pneumonia; Streptococcus pneumoniae; Tetracycline","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":[0.002235188,0.0006764675,0.0005997444,0.002786708,0.0004248125,0.001532257,0.0005346648,0.0008801235,0.001357936],"category_scores_gemma":[0.004875716,0.0004034787,0.000256671,0.0009696198,0.0006154281,0.000766849,0.0005901153,0.0006641979,0.0007424463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005290454,"about_ca_system_score_gemma":0.0003772613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153407,"about_ca_topic_score_gemma":0.001882703,"domain_scores_codex":[0.997414,0.0004759194,0.0003971545,0.0005178763,0.0009174181,0.0002776696],"domain_scores_gemma":[0.9970669,0.0007575979,0.000954464,0.0001426431,0.0008350686,0.0002433103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001122784,0.0003749981,0.5188953,0.0007765924,0.0001237603,0.0253169,0.002565312,0.001106459,0.2766496,0.001600092,0.004506303,0.1669619],"study_design_scores_gemma":[0.00005713419,0.002538479,0.4928194,0.001133371,0.0004253421,0.104857,0.005471002,0.0129977,0.3063117,0.002096456,0.0711105,0.0001818162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9126651,0.02923538,0.03659052,0.001426478,0.00105302,0.000475757,0.001763245,0.0007503938,0.01604016],"genre_scores_gemma":[0.9656154,0.00634616,0.0229969,0.0006578625,0.0002438611,0.00008874243,0.000583938,0.0000523966,0.003414844],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002786708,"threshold_uncertainty_score":0.01182097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04609106419965169,"score_gpt":0.3567959099572635,"score_spread":0.3107048457576118,"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."}}