{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004457036,0.001082744,0.00149465,0.001168168,0.0003327765,0.001888285,0.001039225,0.006129831,0.02039488],"category_scores_gemma":[0.008191559,0.0004459475,0.001534695,0.0008171636,0.0007345477,0.002612331,0.001586096,0.005146652,0.005340682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513489,"about_ca_system_score_gemma":0.003179287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003625195,"about_ca_topic_score_gemma":0.00890887,"domain_scores_codex":[0.9977573,0.0005693627,0.0001368716,0.0001808209,0.000961526,0.0003941376],"domain_scores_gemma":[0.9951344,0.001522427,0.0008141425,0.0002002267,0.0007312885,0.001597523],"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":[0.0004722594,0.00009398258,0.002296843,0.002346998,0.0002400183,0.0001859695,0.00007148031,0.0003368094,0.000992734,0.006195523,0.7249376,0.2618298],"study_design_scores_gemma":[0.0004493033,0.0002660784,0.00971378,0.001511717,0.0001629549,0.0002122437,0.000112589,0.0001488657,0.0002609511,0.00319186,0.9839479,0.00002177684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002746875,0.4982711,0.001349751,0.3877224,0.07379576,0.00007881976,0.005465869,0.0002565163,0.03031289],"genre_scores_gemma":[0.03662595,0.6083474,0.003540778,0.1664209,0.1383714,0.0002714476,0.004487238,0.0001176413,0.0418172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02039488,"threshold_uncertainty_score":0.06822771,"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."}}