{"id":"W4367174218","doi":"10.1111/apa.16797","title":"Molecular diagnostics for invasive lung infections in children","year":2023,"lang":"en","type":"letter","venue":"Acta Paediatrica","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Molecular diagnostics; Intensive care medicine; Lung; Pediatrics; Internal medicine; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001949885,0.0005650548,0.0007243076,0.002803731,0.0004176156,0.001348636,0.000880892,0.001057403,0.003146296],"category_scores_gemma":[0.004650411,0.0003336759,0.0007381169,0.001249555,0.0006575772,0.0009912224,0.0009008016,0.002065452,0.001923058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130307,"about_ca_system_score_gemma":0.001164685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002373158,"about_ca_topic_score_gemma":0.00191053,"domain_scores_codex":[0.9981418,0.0004752036,0.0001860752,0.0001844923,0.0007577224,0.0002547177],"domain_scores_gemma":[0.9976062,0.0006987251,0.000737157,0.0000835519,0.0006518138,0.0002225364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000421393,0.0002206713,0.3193182,0.00283685,0.0002330811,0.008472834,0.0006035158,0.0009345973,0.03356918,0.007377581,0.06448083,0.5615312],"study_design_scores_gemma":[0.0001178823,0.001219096,0.3769949,0.008118493,0.0003729891,0.07401362,0.001926085,0.003112207,0.04032176,0.005877946,0.4877487,0.0001764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1199777,0.731805,0.05190792,0.03353635,0.004364039,0.0008554201,0.003328066,0.001633011,0.05259243],"genre_scores_gemma":[0.5745253,0.3086313,0.08502631,0.01304215,0.003054221,0.0005783229,0.00407481,0.0002237733,0.01084385],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003146296,"threshold_uncertainty_score":0.01052541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074932650745979,"score_gpt":0.2524657824682695,"score_spread":0.2417164559608097,"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."}}