{"id":"W3128860369","doi":"10.3390/geriatrics6010013","title":"Pneumococcal Pneumonia and Invasive Pneumococcal Disease in Those 65 and Older: Rates of Detection, Risk Factors, Vaccine Effectiveness, Hospitalisation and Mortality","year":2021,"lang":"en","type":"review","venue":"Geriatrics","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Vaccination; Pneumonia; Pneumococcal vaccine; Pneumococcal pneumonia; Incidence (geometry); Population; Pneumococcal infections; Intensive care medicine; Infectious disease (medical specialty); Carriage; Pediatrics; Disease; Streptococcus pneumoniae; Immunology; Internal medicine; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006185847,0.000640947,0.002260857,0.0005596139,0.000195496,0.0000724536,0.00007615705,0.0005090928,0.000008589308],"category_scores_gemma":[0.001240691,0.0005209091,0.0002999082,0.0008940349,0.0001560605,0.0001875857,0.0001846227,0.0007114006,0.000001211922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153256,"about_ca_system_score_gemma":0.0005360935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002400397,"about_ca_topic_score_gemma":0.0001270306,"domain_scores_codex":[0.9967753,0.0008131539,0.0009354582,0.0008732573,0.0002618187,0.0003410666],"domain_scores_gemma":[0.9972619,0.001024369,0.0006281057,0.0004578944,0.0002023524,0.0004253563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003657624,0.0003463947,0.8996634,0.02973297,0.0003840077,0.0001336215,0.0002172341,0.000003483682,0.001532773,0.00002243494,0.000002323294,0.06792481],"study_design_scores_gemma":[0.00104622,0.0002964163,0.9824919,0.004627389,0.00317282,0.00008736228,0.00005903926,0.00001535123,0.00008847344,0.00007788653,0.007559407,0.0004777404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5286758,0.4697561,0.00001746534,0.00001226781,0.0001953799,0.001163743,0.0001483076,0.00002753011,0.000003437088],"genre_scores_gemma":[0.2984099,0.701134,0.000006142091,0.000005961641,0.000121589,0.0001391043,0.0001300866,0.00004809837,0.000005186602],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2313779,"threshold_uncertainty_score":0.9997243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019858197945284,"score_gpt":0.3338156477730723,"score_spread":0.3036170657936195,"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."}}