{"id":"W4387486630","doi":"10.21203/rs.3.rs-3412671/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":"Research Square","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Haemophilus influenzae; Disease; Pathogen; Haemophilus; Biology; Immunology; Microbiology; Medicine; 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":[0.001978686,0.0008952517,0.001695787,0.005801465,0.0003625728,0.002085814,0.001106025,0.001556695,0.007416614],"category_scores_gemma":[0.003760689,0.0003358773,0.001249334,0.007405275,0.0004058621,0.002841849,0.0009506865,0.001553669,0.001986279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565372,"about_ca_system_score_gemma":0.004551331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003119427,"about_ca_topic_score_gemma":0.004484257,"domain_scores_codex":[0.9991822,0.0001677287,0.0002173018,0.0001137807,0.0002537765,0.00006517557],"domain_scores_gemma":[0.9965168,0.001139828,0.0006194299,0.00004224997,0.001370382,0.0003112344],"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":[0.0002075269,0.00005236345,0.001413195,0.07788454,0.0002882278,0.000283327,0.000269442,0.0003726322,0.0008049425,0.003324629,0.2691785,0.6459207],"study_design_scores_gemma":[0.00001626026,0.0001060841,0.00384806,0.02932425,0.0003987601,0.0008676831,0.000306439,0.000113977,0.0001203925,0.0008110671,0.9640586,0.00002852277],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001416759,0.9945925,0.00008033641,0.002541747,0.001728776,0.000007275937,0.0001627668,0.00001634463,0.0007286505],"genre_scores_gemma":[0.0006697989,0.9964484,0.0001550968,0.00107594,0.001079065,0.000009630649,0.0002056339,0.000003510429,0.0003529574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007416614,"threshold_uncertainty_score":0.02481103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214477145167127,"score_gpt":0.4302784777923853,"score_spread":0.3088307632756726,"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."}}