{"id":"W2081389543","doi":"10.1016/j.jcjo.2012.03.040","title":"Prognostic factors in Acanthamoeba keratitis","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Visual acuity; Acanthamoeba keratitis; Medicine; Ophthalmology; Contact lens; Keratitis; Topical steroid; Chlorhexidine; Multivariate analysis; Internal medicine; Surgery; Dentistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003158161,0.0001140015,0.0001775892,0.0002398143,0.00005989186,0.00001758679,0.0002414898,0.000173866,0.000432952],"category_scores_gemma":[0.0003680711,0.0001001885,0.00007614353,0.0001346903,0.0001385738,0.00001250878,0.00002201795,0.0002295788,0.00001083668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000553922,"about_ca_system_score_gemma":0.0008681774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804664,"about_ca_topic_score_gemma":0.0006377388,"domain_scores_codex":[0.9988487,0.0001190186,0.0002591039,0.0001088239,0.0000919036,0.000572448],"domain_scores_gemma":[0.9990193,0.00003060206,0.00009041587,0.0001345392,0.0001009936,0.0006241841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001360381,0.00002638858,0.9899768,0.000006423059,0.0000239227,0.001735273,0.0001381836,0.00001176853,0.006537176,0.00007757339,0.001352186,0.0001006692],"study_design_scores_gemma":[0.0005382677,0.0005787088,0.9279792,0.00002707511,0.00001141152,0.04563769,0.0002848969,0.00000286552,0.01527311,0.00008799451,0.009351655,0.0002271257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918323,0.001701784,0.00001348029,0.0001855806,0.0005287449,0.00008094281,0.00001035276,5.837915e-7,0.005646299],"genre_scores_gemma":[0.9989502,0.00001423154,0.0000850435,0.00003155469,0.0003770933,0.000002699998,0.00001503935,0.00001615008,0.0005080115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06199763,"threshold_uncertainty_score":0.4740521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774945235179498,"score_gpt":0.2872477043186485,"score_spread":0.2594982519668535,"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."}}