{"id":"W4207014158","doi":"10.1097/inf.0000000000003462","title":"Antimicrobial Stewardship at Birth in Preterm Infants: Not Just About a Decrease!","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Children's Hospital; Alberta Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Cohort; Gestational age; Sepsis; Pediatrics; Antibiotics; Neonatal sepsis; Birth weight; Cohort study; Risk factor; Low birth weight; Pregnancy; Obstetrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002173128,0.0001096163,0.0001931131,0.0001746333,0.0001266966,0.00001542364,0.00008843651,0.00003322973,0.0005891229],"category_scores_gemma":[0.0000905967,0.0001024356,0.00007682847,0.0002302026,0.00004001286,0.00006902625,0.0002351096,0.0002263258,0.00002906371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000265515,"about_ca_system_score_gemma":0.00005008789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005064495,"about_ca_topic_score_gemma":0.0001671694,"domain_scores_codex":[0.9989595,0.00004964654,0.0002093075,0.0002232014,0.000202105,0.0003562754],"domain_scores_gemma":[0.9994865,0.0000316072,0.0000543777,0.0001977687,0.00002054999,0.0002091832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008442664,0.002240982,0.8170549,0.001140516,0.0003124839,0.002723889,0.002019335,0.0001513466,0.01758377,0.0007548572,0.02893283,0.1186424],"study_design_scores_gemma":[0.002184438,0.00005838801,0.8849909,0.00002021562,0.00003166481,0.0006494772,0.00003264299,0.0000157283,0.007159417,0.00002462319,0.104685,0.0001474978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929762,0.00009881705,0.000003002885,0.0008256939,0.0004824311,0.0007888763,0.0001637494,0.00008315266,0.00457809],"genre_scores_gemma":[0.9853384,0.00003158985,0.00002035985,0.002177851,0.0001160068,0.001457625,0.00003725828,0.00002063288,0.01080022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1184949,"threshold_uncertainty_score":0.6450483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536233909302683,"score_gpt":0.2458853480969742,"score_spread":0.2205230090039474,"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."}}