{"id":"W1986017046","doi":"10.1097/ico.0b013e318181a863","title":"Temporal and Seasonal Trends in Acanthamoeba Keratitis","year":2008,"lang":"en","type":"article","venue":"Cornea","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Acanthamoeba keratitis; Incidence (geometry); Medicine; Contact lens; Keratitis; Significant difference; Demography; Pediatrics; Ophthalmology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006960136,0.00008904171,0.00009266721,0.00005884705,0.00007049579,0.00001261587,0.00008755682,0.00008967082,0.00007834037],"category_scores_gemma":[0.00002157502,0.00008286547,0.00003214361,0.0001169201,0.0001433758,0.000003600597,0.00008243167,0.00009367537,0.000009132236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008433883,"about_ca_system_score_gemma":0.00006133581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001107579,"about_ca_topic_score_gemma":0.000195007,"domain_scores_codex":[0.9993184,0.00003312281,0.00009576705,0.000242375,0.00009985186,0.0002105044],"domain_scores_gemma":[0.9997216,0.000006063672,0.00001763411,0.0001418722,0.00002436317,0.00008848004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001234009,0.0001000787,0.8449965,0.00001243869,0.00002193642,0.000245146,0.0001340352,0.000007614307,0.08536667,0.0001282419,0.04050028,0.02836367],"study_design_scores_gemma":[0.001910879,0.0003983552,0.8491792,0.00001666745,0.000004678313,0.0003938403,0.00005749808,0.0004647218,0.039677,0.000065545,0.1074364,0.0003951629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950666,0.0008105431,0.00003786491,0.0003132421,0.00004687623,0.0000412375,0.00001276347,0.000006231238,0.003664632],"genre_scores_gemma":[0.9948892,0.0004132929,0.0001085335,0.0001727871,0.0001614792,0.000009578992,0.0001094039,0.00001089126,0.004124856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06693616,"threshold_uncertainty_score":0.3379156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274557717420638,"score_gpt":0.2707629916109628,"score_spread":0.2480174144367565,"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."}}