{"id":"W4402567541","doi":"10.1177/20499361241274206","title":"Public health trends in neurologically relevant infections: a global perspective","year":2024,"lang":"en","type":"review","venue":"Therapeutic Advances in Infectious Disease","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Perspective (graphical); Public health; Medicine; Environmental health; Political science; Computer science; Pathology; Artificial intelligence","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":[0.001316316,0.0008298801,0.000821184,0.005214376,0.0004362841,0.002530079,0.0005994173,0.001928785,0.006118798],"category_scores_gemma":[0.003430181,0.0002272959,0.0009617383,0.005568752,0.0008472755,0.004322666,0.00148293,0.002960248,0.0009879721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326977,"about_ca_system_score_gemma":0.002723932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005748733,"about_ca_topic_score_gemma":0.005603172,"domain_scores_codex":[0.9993123,0.0001758017,0.0001312613,0.0001227343,0.0001453622,0.00011263],"domain_scores_gemma":[0.9972759,0.0009560904,0.0006301209,0.00005500834,0.0007616172,0.00032135],"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":[0.000253561,0.0001275032,0.04788043,0.03287834,0.0007636113,0.001285026,0.002773001,0.001379495,0.001418381,0.03183514,0.1638013,0.7156042],"study_design_scores_gemma":[0.00002019536,0.0003128352,0.1005315,0.0270937,0.0008453876,0.005638635,0.005596847,0.0006587434,0.0004393906,0.00973998,0.8489956,0.0001272734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004299597,0.9437548,0.0009015565,0.0419216,0.002877879,0.00002140083,0.001350254,0.0000919977,0.004780894],"genre_scores_gemma":[0.02873026,0.9592281,0.0009727696,0.006274024,0.003259621,0.00002955714,0.0008316945,0.00001778315,0.0006561913],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006118798,"threshold_uncertainty_score":0.02046943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06991044483908655,"score_gpt":0.3907475979238278,"score_spread":0.3208371530847413,"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."}}