{"id":"W4311764542","doi":"10.1016/j.jcjo.2022.11.009","title":"Malignant hypertension causing severe chorioretinopathy","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Ophthalmology; Fundus (uterus); Blurred vision; Retinal; Visual acuity; Fluorescein angiography; Vasculitis; Blood pressure; Pathology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002625104,0.00008521326,0.00027504,0.0003120469,0.0003010049,0.000009299718,0.00008598749,0.00004324422,0.008228602],"category_scores_gemma":[0.00008892435,0.00007540344,0.0001173438,0.000187465,0.00008371456,0.00003508289,0.00002191284,0.0003989182,0.00001112411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305399,"about_ca_system_score_gemma":0.001521204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197917,"about_ca_topic_score_gemma":0.00002705923,"domain_scores_codex":[0.9991056,0.00007787204,0.0002854354,0.0001055767,0.0001566388,0.0002688651],"domain_scores_gemma":[0.9989784,0.00004129136,0.0001406234,0.0001291784,0.0001822131,0.0005283277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001545707,0.00006461023,0.07282791,0.00002428605,0.00008784433,0.9156747,0.0004202718,0.0001555545,0.00305288,0.000876959,0.005980114,0.0006803096],"study_design_scores_gemma":[0.0005066938,0.0009663863,0.05426356,0.00003253202,0.00007611639,0.9373108,0.0005096993,0.00002246489,0.00007903797,0.0003167119,0.005836928,0.00007909711],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745103,0.0006109838,0.000005460211,0.002892171,0.0008435094,0.00007964756,0.00002041721,0.000002234773,0.02103535],"genre_scores_gemma":[0.9971563,0.000002077424,0.0002696481,0.0002497895,0.0001840738,0.000002729533,0.000009815321,0.00001351873,0.002112087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02264603,"threshold_uncertainty_score":0.992678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916650391092051,"score_gpt":0.2551779020446354,"score_spread":0.2260113981337148,"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."}}