{"id":"W3199782115","doi":"10.1017/ice.2021.380","title":"Variability in antimicrobial use among infants born at <33 weeks gestational age","year":2021,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Saint John Regional Hospital; Université Laval; University of Calgary; Queen's University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational age; Antimicrobial; Cohort; Pediatrics; Cohort study; Birth weight; Obstetrics; Pregnancy; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008198754,0.000155358,0.0002451128,0.0005506644,0.0002152763,0.0004668821,0.0002996124,0.0003075861,0.000711935],"category_scores_gemma":[0.005000944,0.0001797986,0.000342994,0.0008400213,0.0001902244,0.000280567,0.0004023417,0.0004983605,0.000126372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170569,"about_ca_system_score_gemma":0.000273759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446089,"about_ca_topic_score_gemma":0.01490833,"domain_scores_codex":[0.9991597,0.0002404297,0.0001152344,0.0001768378,0.0001657422,0.0001421024],"domain_scores_gemma":[0.9969304,0.0007783513,0.001701341,0.0002707457,0.0001308896,0.0001883111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004170464,0.000006045338,0.9982228,0.000004824021,0.0000276317,0.00006826992,0.00008836823,0.00004083345,0.0002403747,0.00001591682,0.0000480513,0.001195124],"study_design_scores_gemma":[5.948091e-7,0.00001757349,0.9995229,0.000005098948,0.00000582135,0.0001299657,0.00007495845,0.0001040104,0.00006049844,0.00001531195,0.00006125759,0.000001977972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989859,0.0001847146,0.0001376529,0.00004528444,0.000004691715,0.00000202558,0.000356995,0.000004646005,0.0002780423],"genre_scores_gemma":[0.9995586,0.00008397818,0.00007752104,0.00001464772,0.000003760527,0.000003064163,0.0002015887,0.000002420098,0.00005431738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01446089,"threshold_uncertainty_score":0.02875346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732838096085473,"score_gpt":0.3547509017861387,"score_spread":0.317422520825284,"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."}}