{"id":"W2044071836","doi":"10.1038/eye.2014.92","title":"Response to Nesmith et al","year":2014,"lang":"en","type":"letter","venue":"Eye","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Visual acuity; Macular edema; Ophthalmology; Cotton wool spots; Retinopathy; Retinal; Bevacizumab; Fluorescein angiography; Branch retinal vein occlusion; Posterior pole; Surgery; Diabetes mellitus; Chemotherapy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002469027,0.0001323475,0.0002343902,0.000116384,0.00003324883,0.00001554509,0.00007776802,0.000169686,0.001054075],"category_scores_gemma":[0.0002400934,0.0001033459,0.00009736347,0.00007720879,0.00002927438,0.00001097947,0.00003046207,0.0007672792,0.00223052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003110643,"about_ca_system_score_gemma":0.0001016816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000159134,"about_ca_topic_score_gemma":0.000001521676,"domain_scores_codex":[0.9991376,0.00009791982,0.0001277369,0.000216716,0.0002363097,0.0001837523],"domain_scores_gemma":[0.9992832,0.0001928625,0.00003296755,0.0003533016,0.00005326429,0.00008440264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001962319,0.000007873201,0.00009598916,0.00001824486,0.00001968216,0.000714122,0.00005563741,1.998235e-7,0.0001961368,0.00001575964,0.9985068,0.0001732839],"study_design_scores_gemma":[0.000266775,0.0002795036,0.006431133,0.0001644843,0.00004921468,0.00008378931,0.000004541045,0.000002759945,0.00002859785,0.00004060868,0.9925305,0.0001181563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007837082,0.00001939291,0.0001721141,0.9720891,0.0002555216,0.0001969737,0.00002194443,0.00005133938,0.01935655],"genre_scores_gemma":[0.000584734,0.000002903717,0.0006245286,0.8615001,0.00102735,0.00002662113,0.0001498651,0.00002537455,0.1360585],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.116702,"threshold_uncertainty_score":0.9998591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873982642046565,"score_gpt":0.3133999768760544,"score_spread":0.2946601504555888,"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."}}