{"id":"W4381801005","doi":"10.5114/polp.2023.128662","title":"Acute bacterial meningitis in Polish children – assessment of risk factors of neurological complications","year":2023,"lang":"en","type":"article","venue":"Pediatria Polska","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meningitis; Bacterial meningitis; Pediatrics","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":[0.0001500702,0.0001192396,0.0003234604,0.0002343893,0.00007248473,0.000007438466,0.0001581233,0.0001731913,0.0004967608],"category_scores_gemma":[0.0000715327,0.0001025377,0.0001099281,0.0003640565,0.00007004949,0.00005874439,0.000106943,0.0001877948,0.00002523512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009965799,"about_ca_system_score_gemma":0.00004327455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303113,"about_ca_topic_score_gemma":0.00009058762,"domain_scores_codex":[0.9989663,0.0001834038,0.0004141874,0.0001946832,0.00001865307,0.0002227794],"domain_scores_gemma":[0.9992359,0.0002478071,0.0002412724,0.0002113309,0.00004574101,0.00001799029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004312411,0.0001213303,0.8839516,0.00000348322,0.00009510876,2.181048e-7,0.0001165528,0.00001143068,0.1138448,0.0007602644,0.0008676928,0.0001844364],"study_design_scores_gemma":[0.0009997678,0.0001857802,0.9935105,0.000002913751,0.00008399042,0.000005828523,0.00002215721,0.000004091424,0.004619655,0.00009367456,0.0003859853,0.00008560815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971636,0.00002793544,0.00000807982,0.0001113145,0.0008666279,0.0001998751,0.001362366,0.00006555802,0.0001946576],"genre_scores_gemma":[0.9987894,0.0002037014,0.00003639957,0.000003685954,0.0001089377,0.00001564029,0.000804841,0.000009976233,0.00002741259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.109559,"threshold_uncertainty_score":0.5439183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544188693004302,"score_gpt":0.2871151013484498,"score_spread":0.2716732144184068,"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."}}