{"id":"W4318967504","doi":"10.1097/ico.0000000000003179","title":"Bacterial Keratitis: Clinical Features, Causative Organisms, and Outcome During a 13-year Study Period","year":2022,"lang":"en","type":"article","venue":"Cornea","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Evisceration (ophthalmology); Keratitis; Endophthalmitis; Odds ratio; Corneal perforation; Microbiological culture; Retrospective cohort study; Visual acuity; Ophthalmology; Contact lens; Enucleation; Surgery; Internal medicine; Pathology; Bacteria; Biology","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":[0.0008836026,0.000262503,0.0005050325,0.001542531,0.00071958,0.000797058,0.000320797,0.0003953789,0.0007627012],"category_scores_gemma":[0.002119064,0.0002125588,0.0005657061,0.001693525,0.0004221148,0.0008087781,0.0008220518,0.0004218436,0.0002682329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007877466,"about_ca_system_score_gemma":0.00092635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005804406,"about_ca_topic_score_gemma":0.005971731,"domain_scores_codex":[0.9990569,0.0001613598,0.0001591903,0.0001783023,0.0001881255,0.0002561112],"domain_scores_gemma":[0.9980655,0.0002023529,0.001013509,0.00006447393,0.0003450016,0.000309182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004770493,0.00002240786,0.9990247,0.000008263431,0.00001477956,0.0001773566,0.00004922981,0.000008485166,0.00004446062,0.000003079919,0.0000278684,0.0005717076],"study_design_scores_gemma":[0.000002392368,0.0001482088,0.9983249,0.00001149279,0.0000168082,0.000927292,0.0003621786,0.0000315894,0.00004365094,0.000005556034,0.0001228884,0.000002993668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988493,0.0005907201,0.00004528812,0.00002153539,0.000005223577,0.00001054129,0.0002322642,0.000001998913,0.0002431813],"genre_scores_gemma":[0.9989204,0.0003867474,0.00005423049,0.00002229641,0.00001379044,0.00001379415,0.0004714387,0.000001753258,0.000115534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005804406,"threshold_uncertainty_score":0.01154125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877062193959237,"score_gpt":0.3295642635141956,"score_spread":0.3007936415746033,"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."}}