{"id":"W3015192376","doi":"10.1503/cmaj.191275","title":"Hypertensive retinopathy and choroidopathy","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blurred vision; Medicine; Hypertensive retinopathy; Fundus (uterus); Ophthalmology; Visual acuity; Hypertensive emergency; Retinopathy; Past medical history; Emergency department; Eye disease; Optometry; Surgery; Radiology; Diabetes mellitus; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002295675,0.001470634,0.0006655573,0.001817399,0.00234498,0.0008197086,0.0006911653,0.00269327,0.003298692],"category_scores_gemma":[0.001555035,0.0007416515,0.0007738025,0.001267426,0.0009686563,0.001037193,0.0006199997,0.002979953,0.0006386589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960869,"about_ca_system_score_gemma":0.001746343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03420812,"about_ca_topic_score_gemma":0.03964273,"domain_scores_codex":[0.9995891,0.00003299433,0.00003524791,0.00007789159,0.0001021542,0.0001626198],"domain_scores_gemma":[0.9993692,0.0001208274,0.0001352816,0.00002971297,0.00006340078,0.0002815509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001020789,0.00007888594,0.02057447,0.00003822672,0.00001639511,0.9755442,0.0001129079,0.00004339507,0.001028055,0.0002384377,0.0006257344,0.001597224],"study_design_scores_gemma":[0.00003431026,0.0001441587,0.0669758,0.00005176255,0.00003116955,0.9307678,0.0002281733,0.0002031673,0.0002974888,0.0003203769,0.000924632,0.00002110853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9070827,0.01617707,0.00139937,0.01014473,0.0007547453,0.000418798,0.0006801535,0.0004049057,0.06293754],"genre_scores_gemma":[0.9918458,0.002531025,0.0004291226,0.001831759,0.0005057426,0.00001772027,0.0001152284,0.0000113983,0.002712297],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03420812,"threshold_uncertainty_score":0.06801802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008914750497641484,"score_gpt":0.2142954778697575,"score_spread":0.205380727372116,"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."}}