{"id":"W4401560114","doi":"10.1016/s2468-2667(24)00189-0","title":"New-generation pneumococcal vaccines for children","year":2024,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Pneumococcal infections; Virology; Streptococcus pneumoniae; Intensive care medicine; Biology; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006752884,0.0000913329,0.000221093,0.0000859159,0.0002260145,0.00009946853,0.00008391556,0.00004986492,0.00006730266],"category_scores_gemma":[0.0000873921,0.00005245922,0.000078841,0.0002635267,0.00001462161,0.00009377767,0.00001574945,0.0001925329,0.00005596078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008505477,"about_ca_system_score_gemma":0.0009884308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006560714,"about_ca_topic_score_gemma":0.00006276531,"domain_scores_codex":[0.9991095,0.00006161274,0.0001908665,0.0001795973,0.0001093909,0.0003490315],"domain_scores_gemma":[0.9993873,0.0000600872,0.0000312411,0.0002661495,0.00004277505,0.0002124257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001880515,0.00009425348,0.01616579,0.0002659094,0.0002038943,0.000002523634,0.000850636,0.0000143077,0.01315566,0.03630304,0.7024721,0.2304531],"study_design_scores_gemma":[0.0006684521,0.0002996987,0.117188,0.00003691121,0.00002279159,0.0001490044,0.00001741396,0.001176741,0.00009338627,0.0003501255,0.879917,0.00008040021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2333337,0.001119127,0.01351202,0.7479695,0.001209676,0.001119193,0.00004249701,0.000482708,0.001211559],"genre_scores_gemma":[0.9671247,0.0002650207,0.0002986143,0.01762903,0.01205546,0.000111183,0.0001449923,0.00003206636,0.002338908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.733791,"threshold_uncertainty_score":0.2139225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015813529236178,"score_gpt":0.371382699964556,"score_spread":0.2698013470409383,"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."}}