{"id":"W6884628450","doi":"10.11575/prism/33699","title":"The persisting burden of invasive pneumococcal disease in HIV patients: an observational cohort study","year":2011,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Calgary Laboratory Services","keywords":"Observational study; Cohort study; Human immunodeficiency virus (HIV); Disease; Pneumococcal disease; Epidemiology; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002873814,0.0002400944,0.0004104252,0.0003411437,0.0001177447,0.000006083163,0.0007643634,0.0001347112,0.0009984139],"category_scores_gemma":[0.0001997856,0.0002441232,0.0001272629,0.0002413082,0.0004310104,0.0001312106,0.0003014656,0.0002328905,0.0001099845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984,"about_ca_system_score_gemma":0.0003588464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021118,"about_ca_topic_score_gemma":0.005103191,"domain_scores_codex":[0.9982037,0.0003456399,0.0002365351,0.0004066625,0.0005884445,0.0002190198],"domain_scores_gemma":[0.9983172,0.0001531614,0.0005701528,0.0005543091,0.0002483535,0.0001567922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000388273,0.000830202,0.9846643,0.00005913374,0.0002272162,0.00003818149,0.002329062,0.00001464464,0.00001434749,0.0002535378,0.01108967,0.00009147932],"study_design_scores_gemma":[0.00129591,0.000134056,0.9864907,0.0002153843,0.0002635057,1.014473e-7,0.003155708,0.0001461351,7.962839e-7,0.0000253706,0.008033646,0.0002387458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8437849,0.0000829451,0.000009973643,0.00001198585,0.00008646319,0.001826372,0.0005269211,0.0000746014,0.1535959],"genre_scores_gemma":[0.7537262,0.00006714542,0.0006355126,0.00001210197,0.0001276578,0.000004311279,0.001891048,0.0006170319,0.242919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09005871,"threshold_uncertainty_score":0.9999148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067331095291649,"score_gpt":0.2209715167943739,"score_spread":0.1902982058414574,"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."}}