{"id":"W4327719834","doi":"10.1016/j.jogc.2023.02.014","title":"Antibiotic Eye Prophylaxis for Newborns: Using the Topical Erythromycin Shortage as an Opportunity to Reflect on Practice Evolution","year":2023,"lang":"en","type":"letter","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Economic shortage; Erythromycin; Antibiotics; Antibiotic prophylaxis; Intensive care medicine; Optometry; Pediatrics; Microbiology; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004295252,0.0004416077,0.0005699068,0.0006508376,0.005938758,0.005513506,0.001482076,0.04003733,0.006841661],"category_scores_gemma":[0.02752575,0.0005431051,0.000651114,0.0006490521,0.004093122,0.00503901,0.003131887,0.033059,0.001903056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009355448,"about_ca_system_score_gemma":0.02305223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03217775,"about_ca_topic_score_gemma":0.09592489,"domain_scores_codex":[0.9951657,0.001139999,0.0006547236,0.000449095,0.001519866,0.001070612],"domain_scores_gemma":[0.9712,0.00667213,0.002432435,0.0005141062,0.004685732,0.01449566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005668484,0.00009755901,0.005821064,0.0001231342,0.00001960411,0.01011121,0.001562526,0.0001389104,0.0008454442,0.004393678,0.9495679,0.02726229],"study_design_scores_gemma":[0.0001436135,0.0002198523,0.01105409,0.001294178,0.00004469263,0.01635843,0.008613398,0.0008353179,0.0005883613,0.009077764,0.9516288,0.0001414824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000821359,0.0006347391,0.00005154959,0.9929351,0.003981488,0.000003784919,0.000004072683,0.000009318971,0.001558625],"genre_scores_gemma":[0.01998618,0.002331312,0.0005896888,0.9492921,0.02152993,0.00002346196,0.00001054355,0.00004302182,0.006193805],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04003733,"threshold_uncertainty_score":0.06787878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04439702762697514,"score_gpt":0.3341628805048253,"score_spread":0.2897658528778502,"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."}}