{"id":"W2796137277","doi":"10.5603/ait.a2018.0002","title":"Factors influencing clinician’s coherence with local antimicrobial guidelines in the management of sepsis","year":2018,"lang":"en","type":"letter","venue":"Anaesthesiology Intensive Therapy","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sepsis; Intensive care; Intensive care medicine; Antimicrobial; Immunology; Microbiology","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":[0.01571249,0.0002155931,0.00056125,0.001362758,0.001823916,0.004258579,0.0008314518,0.001447662,0.01011147],"category_scores_gemma":[0.2427529,0.0004067078,0.0005090488,0.002068004,0.0009288241,0.001848315,0.00185926,0.003682926,0.001907393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00347079,"about_ca_system_score_gemma":0.009936784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661566,"about_ca_topic_score_gemma":0.02237421,"domain_scores_codex":[0.9662456,0.01823035,0.004196939,0.0009968322,0.008901937,0.00142834],"domain_scores_gemma":[0.7999864,0.09452471,0.04678332,0.003869108,0.03626369,0.01857287],"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":[0.0003561388,0.0004679096,0.4281544,0.002010223,0.0002611118,0.0008052987,0.01326374,0.0003233184,0.000404345,0.001838168,0.2589298,0.2931855],"study_design_scores_gemma":[0.0001904921,0.0005980702,0.7690167,0.00928015,0.0003476424,0.002638334,0.02156895,0.0009323421,0.0006901573,0.004342775,0.1900229,0.0003715394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3107857,0.08961302,0.00313792,0.5413738,0.003857624,0.0005884354,0.002160873,0.0002897327,0.04819298],"genre_scores_gemma":[0.9216186,0.03783417,0.006462372,0.02526021,0.001818938,0.0003719698,0.0009870004,0.0001819298,0.005464814],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01661566,"threshold_uncertainty_score":0.08309656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594433073702627,"score_gpt":0.3763342416748884,"score_spread":0.2168909343046257,"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."}}