{"id":"W6939670092","doi":"10.6084/m9.figshare.28509466","title":"Global distribution and characteristics of pneumococcal serotypes in adults","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serotype; Herd immunity; Pneumococcal disease; Pneumococcal conjugate vaccine; Streptococcus pneumoniae; Pneumonia; Pneumococcal pneumonia; Pneumococcal infections","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":[0.0002648704,0.0002906282,0.0002792043,0.00113334,0.00008556285,0.0003459984,0.0001278184,0.0001751702,0.00248295],"category_scores_gemma":[0.0004273836,0.00007005211,0.0003128794,0.002134142,0.000106462,0.000338031,0.0002212839,0.0001638198,0.0006244277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970676,"about_ca_system_score_gemma":0.0003309039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004357106,"about_ca_topic_score_gemma":0.00370642,"domain_scores_codex":[0.9998304,0.00003104311,0.000035221,0.0000459216,0.00003142374,0.00002584872],"domain_scores_gemma":[0.9998462,0.00002459996,0.00006693267,0.000005109624,0.00004510782,0.00001201587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000492641,0.00003612634,0.2369693,0.01046948,0.0005763519,0.0006910909,0.001842079,0.0006678493,0.006430115,0.002435634,0.02366397,0.7157254],"study_design_scores_gemma":[0.00001450749,0.0004472618,0.7500967,0.003191531,0.0004960467,0.004274979,0.001748205,0.0003079898,0.001497287,0.0009238201,0.2369693,0.00003238625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"dataset","genre_scores_codex":[0.2330916,0.7217192,0.002601717,0.00186072,0.0003509114,0.00007944939,0.01939384,0.0001343922,0.02076828],"genre_scores_gemma":[0.4968288,0.4844694,0.002216303,0.0006778539,0.0003033647,0.00006837267,0.01179034,0.00002478706,0.0036208],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.004357106,"threshold_uncertainty_score":0.008663476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00830651387382873,"score_gpt":0.2149671344442334,"score_spread":0.2066606205704047,"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."}}