{"id":"W4293151413","doi":"10.1097/icb.0000000000001305","title":"SEVERE MACULAR EDEMA AFTER TRAUMATIC HEAD INJURY: A CASE OF WHIPLASH MACULOPATHY","year":2022,"lang":"en","type":"article","venue":"Retinal Cases & Brief Reports","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Maculopathy; Ophthalmology; Macular edema; Head trauma; Whiplash; Edema; Blunt trauma; Retinal; Poison control; Surgery; Retinopathy; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007276711,0.0003360151,0.0007983065,0.000210982,0.0002851984,0.00002991981,0.00007829993,0.0000914564,0.002843171],"category_scores_gemma":[0.0003002122,0.0003153239,0.0004701835,0.0004176341,0.0002079836,0.0001070155,0.0001752671,0.000400927,0.000008959787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576616,"about_ca_system_score_gemma":0.0002767149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003756988,"about_ca_topic_score_gemma":0.00005167349,"domain_scores_codex":[0.9969035,0.0001588336,0.001120251,0.0005347864,0.0008379958,0.0004445871],"domain_scores_gemma":[0.9980854,0.00008547868,0.0005016315,0.0008654934,0.0001961711,0.0002658723],"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":[0.003496576,0.001090825,0.08272443,0.002255635,0.0004405653,0.891075,0.003625185,0.00002486195,0.0009424849,0.0008439237,0.005437545,0.008042942],"study_design_scores_gemma":[0.001174544,0.003224852,0.02050258,0.0004654236,0.001097394,0.9450039,0.004071393,0.00009883736,0.00183679,0.001306994,0.02061064,0.0006066299],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917442,0.001210502,0.00003753766,0.0001739715,0.0002026773,0.0007963296,0.0001653108,0.00010511,0.005564413],"genre_scores_gemma":[0.9974579,0.00001165165,0.0008988179,0.0003747541,0.0001189028,0.0002201384,0.0001162948,0.00006652556,0.0007350633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06222185,"threshold_uncertainty_score":0.9999299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690595780102078,"score_gpt":0.2906111912836448,"score_spread":0.273705233482624,"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."}}