{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006244042,0.0004967919,0.0008280204,0.00202207,0.0003945619,0.0007182412,0.0003401263,0.0003950399,0.001451508],"category_scores_gemma":[0.002446968,0.000379003,0.0007142799,0.001548256,0.0002393772,0.0008586585,0.0009704243,0.001172887,0.0003293781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004767544,"about_ca_system_score_gemma":0.001734048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177941,"about_ca_topic_score_gemma":0.00990089,"domain_scores_codex":[0.9993118,0.0001027116,0.0002057316,0.0000572794,0.0002056772,0.0001167759],"domain_scores_gemma":[0.9990054,0.0001063853,0.0004808441,0.00002141264,0.0001916813,0.0001942767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000213064,0.0001122104,0.9666362,0.0005469106,0.0001109367,0.001254472,0.0003554206,0.0001156418,0.0003025851,0.0001479133,0.003533642,0.02667104],"study_design_scores_gemma":[0.00002070999,0.0001333355,0.9910725,0.0008335989,0.00009954409,0.003848964,0.0008845765,0.0001987428,0.0001577239,0.0001662809,0.002563997,0.000020006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277943,0.05439192,0.0008186365,0.004335153,0.0003138448,0.0003538303,0.002944498,0.00004703303,0.009000602],"genre_scores_gemma":[0.9282532,0.06324489,0.002813471,0.0005997401,0.0002099535,0.0002735564,0.003461611,0.00001539886,0.001128106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01177941,"threshold_uncertainty_score":0.0234217,"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."}}