{"id":"W3212015263","doi":"10.5772/intechopen.94701","title":"Infections and Sepsis Development","year":2021,"lang":"en","type":"book","venue":"IntechOpen eBooks","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Septic shock; Sepsis; Pathophysiology; Medicine; Pathological; Inflammation; Organ dysfunction; Intensive care medicine; Etiology; Shock (circulatory); Immunology; Pathology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008035044,0.0002894205,0.0004430329,0.0002357115,0.0001867064,0.00005520492,0.00003010862,0.0003200722,0.0007968536],"category_scores_gemma":[0.00002930857,0.0002556944,0.0001262928,0.00003320993,0.00009208499,0.00002458182,0.0001572217,0.0004691907,0.0002525275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496351,"about_ca_system_score_gemma":0.001220197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003514726,"about_ca_topic_score_gemma":0.0001307327,"domain_scores_codex":[0.9989176,0.00001518748,0.000303564,0.0003836832,0.0001887867,0.000191128],"domain_scores_gemma":[0.9992129,0.00003859129,0.00009301541,0.0003321175,0.00016541,0.0001579279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006994086,0.0006491084,0.00826318,0.0007712933,0.004759663,0.001852731,0.001221918,2.148333e-7,0.0001416451,0.004254525,0.08759655,0.8904192],"study_design_scores_gemma":[0.0007412938,0.0001646292,0.0006664893,0.000855225,0.0003947456,0.0006216301,0.00002149518,7.046669e-7,0.0005138009,0.0002653204,0.9955257,0.000228961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002462263,0.0003445254,0.0001309923,0.00006169718,0.0003122868,0.0005771565,0.00001231277,0.00009973684,0.995999],"genre_scores_gemma":[0.005034059,0.00007934312,0.001072344,0.0003252178,0.00017141,0.0001351784,0.0001488978,0.00005733614,0.9929762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9079292,"threshold_uncertainty_score":0.9999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726185285137503,"score_gpt":0.273734182203646,"score_spread":0.2564723293522709,"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."}}