{"id":"W7073726977","doi":"","title":"A neonatal pneumococcal conjugate vaccine trial in Papua New Guinea: study population, methods and operational challenges","year":2010,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Pneumococcal conjugate vaccine; Pneumococcal vaccine; Pneumococcal disease; Vaccination; Clinical trial; Pandemic","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":[0.002330777,0.0001712268,0.0003273649,0.0001533456,0.000451143,0.000318233,0.0001936696,0.0001321715,0.0001843454],"category_scores_gemma":[0.0001752394,0.0001256367,0.0000296817,0.0001403741,0.00009020715,0.0002923714,0.00008825621,0.0004161759,0.000009490668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000335342,"about_ca_system_score_gemma":0.0001241151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007481542,"about_ca_topic_score_gemma":0.0004474569,"domain_scores_codex":[0.9974824,0.0007700633,0.0003930255,0.0005134353,0.0004603869,0.0003806676],"domain_scores_gemma":[0.9989378,0.0003633515,0.00006894373,0.0002481521,0.0001207826,0.0002610096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01464298,0.0008467223,0.467761,0.0004743673,0.0003311346,0.0005314274,0.008932879,0.0001377003,0.3177399,0.008039584,0.001467776,0.1790946],"study_design_scores_gemma":[0.00794999,0.001204647,0.9670389,0.00002755256,0.00001747983,0.00004195901,0.000620113,0.00113924,0.01409076,0.00168915,0.005917931,0.0002622867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955412,0.001175269,0.000005207718,0.0006889745,0.0008267781,0.001150533,0.00002537257,0.00002196357,0.0005647177],"genre_scores_gemma":[0.9963179,0.0002003107,0.00135613,0.00001094422,0.001250785,0.00002791126,0.00005975667,0.000007744274,0.0007685461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4992779,"threshold_uncertainty_score":0.9991277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04338705817725534,"score_gpt":0.3569860263572188,"score_spread":0.3135989681799635,"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."}}