{"id":"W4391142718","doi":"10.20944/preprints202306.0948.v2","title":"A Global Review of Invasive Haemophilus influenzae Disease from 2000–2023: Current Status, Challenges and Future Perspectives","year":2024,"lang":"en","type":"review","venue":"Preprints.org","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Haemophilus influenzae; Current (fluid); Disease; Burden of disease; Medicine; Environmental health; Intensive care medicine; Biology; Microbiology; Internal medicine; Physics","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":[0.001668855,0.0009576735,0.001622775,0.005504469,0.0003577293,0.001918599,0.001096692,0.001541953,0.007798908],"category_scores_gemma":[0.003351761,0.0003659087,0.001156007,0.00631511,0.0004023976,0.002770161,0.0009497712,0.001670265,0.0023061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476863,"about_ca_system_score_gemma":0.00432759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002885819,"about_ca_topic_score_gemma":0.004312683,"domain_scores_codex":[0.9992537,0.00014905,0.0001943574,0.0001106716,0.0002339293,0.00005820773],"domain_scores_gemma":[0.9971839,0.0008775191,0.0004825812,0.00003958054,0.00114041,0.0002760464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001748441,0.00005878916,0.001092763,0.05576802,0.000225669,0.0002700977,0.0002034717,0.0003560963,0.0008752675,0.002667004,0.2464235,0.6918845],"study_design_scores_gemma":[0.00001404389,0.00009311309,0.00266626,0.01938747,0.0002790551,0.0008614806,0.0002007728,0.00009774328,0.0001050084,0.0006994633,0.9755723,0.00002332276],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001356663,0.9947339,0.00009414142,0.00218343,0.001895522,0.000008169158,0.0001230689,0.00001727879,0.0008087251],"genre_scores_gemma":[0.0005577518,0.9963468,0.0001804724,0.00101183,0.001223229,0.000009810133,0.0001877552,0.000003552873,0.0004788216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007798908,"threshold_uncertainty_score":0.02608997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159820117032393,"score_gpt":0.3835909132678735,"score_spread":0.2676089015646342,"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."}}