{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005993485,0.0004880802,0.0006026562,0.001682816,0.00109509,0.001099891,0.0005309535,0.001256494,0.00302017],"category_scores_gemma":[0.004838032,0.0003343181,0.0004960695,0.002045644,0.0006528567,0.0008717722,0.0003976156,0.001134295,0.0005235092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004479766,"about_ca_system_score_gemma":0.0009582133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005041846,"about_ca_topic_score_gemma":0.006130353,"domain_scores_codex":[0.9994712,0.000116384,0.00006377993,0.00005529065,0.0001292304,0.0001641237],"domain_scores_gemma":[0.9959635,0.001163652,0.001081055,0.0002376674,0.0005288908,0.0010252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000316126,0.00003794404,0.9972149,0.000008741097,0.00002199986,0.0004430143,0.00003172092,0.0000305383,0.0003000509,0.00002293561,0.0001227045,0.001449354],"study_design_scores_gemma":[0.00001634627,0.0001171549,0.9971968,0.0000124033,0.00005801046,0.001504059,0.0002379833,0.0002661406,0.0001715492,0.0001026339,0.0003069011,0.000009905518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953555,0.001935358,0.0001518297,0.000316158,0.00008190145,0.00001138368,0.0002650679,0.00002191574,0.001860865],"genre_scores_gemma":[0.9992247,0.0002522503,0.00006083296,0.00002592195,0.0001078459,0.000003689419,0.0001333669,0.000002842009,0.0001887401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005041846,"threshold_uncertainty_score":0.01010346,"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."}}