{"id":"W2751485633","doi":"10.1001/jamaophthalmol.2017.2326","title":"Profound Vision Loss After a Traumatic Work Injury","year":2017,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Psychiatry; Ophthalmology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002316964,0.0001786272,0.0003408153,0.00006388327,0.0002529412,0.00010653,0.0001748316,0.0002016081,0.0002857692],"category_scores_gemma":[0.0003001475,0.0001367104,0.00009236128,0.00004818485,0.0003130637,0.0001245021,0.00007119047,0.0003702618,0.0004003458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000335155,"about_ca_system_score_gemma":0.0000550914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001778892,"about_ca_topic_score_gemma":1.862367e-7,"domain_scores_codex":[0.9988806,0.0001183577,0.000193727,0.0003158593,0.0001682072,0.0003232353],"domain_scores_gemma":[0.9989138,0.00008393571,0.00009849048,0.0006953198,0.00008490864,0.0001235035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005887142,0.001562688,0.8458638,0.0007589198,0.0001813902,0.07317992,0.001978883,0.000002098743,0.01333908,0.0009073605,0.002432789,0.0539059],"study_design_scores_gemma":[0.001309827,0.00215778,0.9788177,0.0004986114,0.00005286213,0.01151229,0.00002179721,0.0000176876,0.003853938,0.0003749466,0.001194798,0.0001877272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836625,0.00006302308,0.000004690448,0.004135316,0.0008057944,0.0003538691,0.000001619865,0.00003724436,0.01093598],"genre_scores_gemma":[0.9937477,0.00000447554,0.000396239,0.0002303222,0.0005882505,0.00009154795,0.000002982709,0.00002973346,0.004908795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1329539,"threshold_uncertainty_score":0.5574887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464665319994272,"score_gpt":0.3592221674398363,"score_spread":0.3345755142398936,"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."}}