{"id":"W4399215671","doi":"10.1016/j.rce.2024.04.010","title":"Precisión diagnóstica de la procalcitonina para la infección bacteriana en el servicio de Urgencias: una revisión sistemática","year":2024,"lang":"es","type":"article","venue":"Revista Clínica Española","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003766259,0.001223567,0.001942218,0.0004276521,0.0002789585,0.001627524,0.0007620095,0.001094913,0.001520571],"category_scores_gemma":[0.004105913,0.001044376,0.001070346,0.001215315,0.000423675,0.0003146229,0.0003947595,0.001412327,0.001469845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443837,"about_ca_system_score_gemma":0.002018617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001903161,"about_ca_topic_score_gemma":0.000008565328,"domain_scores_codex":[0.9915245,0.002565724,0.001686555,0.001684549,0.0009041801,0.001634521],"domain_scores_gemma":[0.9864363,0.009916002,0.0003425171,0.001828552,0.000224727,0.001251919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001192887,0.008762917,0.4551085,0.07486816,0.008743095,0.01417568,0.006393834,0.00006284798,0.007802739,0.2071097,0.04353877,0.1722408],"study_design_scores_gemma":[0.001597495,0.0007707493,0.2089881,0.03670816,0.004260061,0.0006849741,0.0001509025,0.001337134,0.001149597,0.0006201838,0.7427059,0.001026746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6921247,0.2604088,0.0009771528,0.01345485,0.0006851919,0.004248728,0.0004950212,0.001118537,0.02648699],"genre_scores_gemma":[0.8944539,0.09942691,0.001336591,0.001201504,0.001542578,0.0007171443,0.0001436525,0.0003122498,0.0008654869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6991671,"threshold_uncertainty_score":0.9994089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0294658888301942,"score_gpt":0.3916718254372407,"score_spread":0.3622059366070465,"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."}}