{"id":"W4387024088","doi":"10.1177/1753495x231200658","title":"Blinding lights: Acute persistent vision loss in pregnancy","year":2023,"lang":"en","type":"article","venue":"Obstetric Medicine","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Medicine; Pregnancy; HELLP syndrome; Preeclampsia; Amaurosis fugax; Etiology; Acute pancreatitis; Retinopathy; Blurred vision; Ophthalmology; Complication; Obstetrics; Pediatrics; Surgery; Internal medicine; Endocrinology; Diabetes mellitus","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":[0.0002311895,0.0009861125,0.000556712,0.001649204,0.001257982,0.001194789,0.0006388026,0.001914935,0.001716258],"category_scores_gemma":[0.002835002,0.0003495042,0.0004006476,0.0009006655,0.001348767,0.0009151873,0.001042574,0.001866698,0.0005367852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079745,"about_ca_system_score_gemma":0.0007854862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001678,"about_ca_topic_score_gemma":0.00228225,"domain_scores_codex":[0.9995073,0.00006087124,0.00005206196,0.00007893131,0.0001084862,0.000192414],"domain_scores_gemma":[0.9990072,0.0002546863,0.0004061043,0.00007644371,0.00005161954,0.0002040401],"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":[0.00007135754,0.00003334632,0.0175212,0.0000801866,0.0000105825,0.9721921,0.0001986711,0.0000890284,0.00115063,0.0003413016,0.0009396044,0.007371966],"study_design_scores_gemma":[0.00000823956,0.00004136145,0.009761619,0.00003333418,0.000009984044,0.9879391,0.0001555621,0.0002168303,0.0005749053,0.0004086461,0.0008414078,0.000008891197],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075023,0.01781417,0.008485423,0.01052645,0.0006943248,0.0003106956,0.0002987541,0.0008025595,0.05356533],"genre_scores_gemma":[0.9942584,0.001786888,0.0006423275,0.001179741,0.0003509277,0.00001605213,0.0000451038,0.00002152483,0.001698896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003001678,"threshold_uncertainty_score":0.007834077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325850870207435,"score_gpt":0.3217257140527176,"score_spread":0.2891406270319741,"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."}}