{"id":"W3160034236","doi":"10.1055/s-0041-1729560","title":"The Association between Prolonged Antibiotic Use in Culture Negative Infants and Length of Hospital Stay and Total Hospital Costs","year":2021,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Antibiotics; Neonatal intensive care unit; Pediatrics; Retrospective cohort study; Gestation; Pregnancy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004875282,0.000186551,0.000265247,0.0006204841,0.0001885436,0.0004803478,0.0002814203,0.0002621351,0.001520215],"category_scores_gemma":[0.004740055,0.0001129615,0.0004171326,0.0007505804,0.0001703371,0.0003353447,0.0003090644,0.0005072847,0.00009105333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006297916,"about_ca_system_score_gemma":0.000585206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002382346,"about_ca_topic_score_gemma":0.002462418,"domain_scores_codex":[0.9992115,0.0001902286,0.0001763408,0.00008486587,0.0002229165,0.0001141194],"domain_scores_gemma":[0.9949685,0.0008708943,0.003273915,0.0000809047,0.0004011864,0.0004047655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001079746,0.00002043753,0.9976727,0.00004567556,0.00009177641,0.0001763915,0.00001856003,0.00006085334,0.0001489052,0.00001958236,0.00006564966,0.001571378],"study_design_scores_gemma":[0.000002350453,0.00009013461,0.998638,0.00002576643,0.00003283045,0.0007598051,0.00007606659,0.0001533344,0.00008250969,0.00001424136,0.0001221916,0.000002797545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976445,0.001501695,0.00008639427,0.00009085552,0.00001158553,0.000004972381,0.0003211409,0.000001703768,0.0003371749],"genre_scores_gemma":[0.9990999,0.0004697327,0.0001017562,0.0000188827,0.00001697555,0.000006566214,0.0002026291,0.000001129741,0.00008243425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002382346,"threshold_uncertainty_score":0.005085647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005026641333618714,"score_gpt":0.2524456593754866,"score_spread":0.2474190180418679,"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."}}