{"id":"W4380421161","doi":"10.20944/preprints202306.0948.v1","title":"A Global Review of Invasive Haemophilus influenzae disease from 2000-2023: Current Status, Challenges and Future Perspectives","year":2023,"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; Disease; Pathogen; Haemophilus; Serotype; Biology; Immunology; Medicine; Microbiology; Bacteria; Antibiotics; Pathology; Genetics","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":[0.001562212,0.0009021784,0.001578662,0.00534538,0.0003558755,0.001933636,0.001025897,0.001483061,0.00825834],"category_scores_gemma":[0.003188869,0.0003399649,0.001135728,0.006054399,0.0003857522,0.002638328,0.0009285645,0.001582951,0.002323672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355892,"about_ca_system_score_gemma":0.00421749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002695581,"about_ca_topic_score_gemma":0.003962389,"domain_scores_codex":[0.9992878,0.0001423181,0.0001816056,0.000106429,0.0002249605,0.00005691055],"domain_scores_gemma":[0.9973572,0.0008379252,0.000453018,0.00003751291,0.001053445,0.0002609247],"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":[0.0001777224,0.00006006676,0.001176697,0.05897757,0.0002293036,0.0002902265,0.0002207049,0.0003610748,0.0009393827,0.002887917,0.2383204,0.696359],"study_design_scores_gemma":[0.00001381869,0.0000956052,0.002754168,0.01923104,0.000297468,0.0009141877,0.0002168828,0.00009738881,0.0001118094,0.0007460539,0.9754983,0.00002334502],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000146823,0.9947987,0.0000988517,0.002147273,0.00176839,0.000008205616,0.000135559,0.00001852871,0.0008777597],"genre_scores_gemma":[0.0006111368,0.9963534,0.0001826973,0.0009749281,0.00116378,0.000009649966,0.0001955231,0.000003663692,0.000505255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00825834,"threshold_uncertainty_score":0.02762693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1469308819342259,"score_gpt":0.3869416413877073,"score_spread":0.2400107594534814,"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."}}