{"id":"W2416798083","doi":"10.1056/nejm-jw.na40075","title":"Invasive Pneumococcal Disease in the Immunocompromised","year":2016,"lang":"en","type":"article","venue":"Journal watch","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pneumococcal disease; Medicine; Incidence (geometry); Disease; Pediatrics; Population; Streptococcus pneumoniae; Intensive care medicine; Internal medicine; Environmental health; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002838975,0.00008380881,0.0001296773,0.00006140443,0.0001498115,0.00002842313,0.00011483,0.0000386406,0.0001589518],"category_scores_gemma":[0.0002025585,0.00003364048,0.0001275719,0.0001323978,0.00005435858,0.00009357046,0.00001647892,0.0002995628,0.0001298391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047748,"about_ca_system_score_gemma":0.0002064437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003518694,"about_ca_topic_score_gemma":0.00000706942,"domain_scores_codex":[0.999193,0.0001094694,0.0002174287,0.00008888493,0.0001990338,0.0001921533],"domain_scores_gemma":[0.9993715,0.0001498478,0.00006033651,0.0001875681,0.00006122504,0.0001695258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001669713,0.0003418125,0.2425872,0.00001734504,0.00004113657,0.0011103,0.0005001074,0.000002889507,0.7488183,0.00007034918,0.003317191,0.003026382],"study_design_scores_gemma":[0.003028313,0.0002348627,0.9139247,0.0002946818,0.00006550884,0.001227902,0.0001448186,0.000003774758,0.001827214,0.001476023,0.07766088,0.0001113339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8775938,0.00004950654,0.00003860542,0.1212911,0.0001937545,0.0001874145,0.000001949577,0.0000115402,0.0006323449],"genre_scores_gemma":[0.996901,0.000331556,0.000008335868,0.001411132,0.0003735971,0.00001923899,4.625209e-7,0.000008895505,0.0009457426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.746991,"threshold_uncertainty_score":0.1740411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794829117778937,"score_gpt":0.2781755459408886,"score_spread":0.2602272547630993,"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."}}