{"id":"W4383711227","doi":"10.1111/aos.15732","title":"Antimicrobials and antiseptics: Lowering effect on ocular surface bacterial flora – A systematic review","year":2023,"lang":"en","type":"review","venue":"Acta Ophthalmologica","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Perioperative; Antimicrobial; Flora (microbiology); Intensive care medicine; Systematic review; Cataract surgery; Surgery; MEDLINE; Microbiology; Bacteria","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007866016,0.0007730958,0.005506017,0.0001666576,0.0001496684,0.00008304585,0.0001774503,0.0004575074,0.0002178891],"category_scores_gemma":[0.0008053906,0.000469215,0.000893553,0.0004524555,0.00006989139,0.00005286072,0.0001728754,0.0003896739,0.0008712093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430988,"about_ca_system_score_gemma":0.00008140462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000887447,"about_ca_topic_score_gemma":9.744254e-8,"domain_scores_codex":[0.9970533,0.0005607677,0.0009455163,0.0007667094,0.000255354,0.0004184029],"domain_scores_gemma":[0.9976813,0.0006052941,0.0005279156,0.0009588592,0.00005420228,0.0001724369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001311199,0.0001461858,0.00001671215,0.9922261,0.001471606,0.003575413,0.000002757567,6.070179e-8,0.00003683089,0.000002598032,0.0001847737,0.002323908],"study_design_scores_gemma":[0.0005214398,0.001788858,0.00001912493,0.9504146,0.01483739,0.01039244,9.353272e-7,4.302731e-7,0.00002046021,0.000002469922,0.02153722,0.0004646594],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009865111,0.9818356,4.176764e-7,0.00003156964,0.0005043051,0.006919106,0.00007923441,0.0001716887,0.0005929432],"genre_scores_gemma":[0.001230813,0.9972485,0.0000679571,0.0000556027,0.0001113899,0.0002543852,0.0003253916,0.0001211011,0.0005848189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04181147,"threshold_uncertainty_score":0.9999067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0575979042922805,"score_gpt":0.3622517005128457,"score_spread":0.3046537962205652,"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."}}