{"id":"W4280591566","doi":"10.1016/j.ophtha.2022.03.010","title":"Reply","year":2022,"lang":"en","type":"letter","venue":"Ophthalmology","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Visual acuity; Papilledema; Visual field; Blind spot; Ophthalmology; Optometry; Artificial intelligence","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001519753,0.0003354603,0.0009035087,0.0002678603,0.0001244221,0.000009491604,0.0002838849,0.0007676461,0.09113479],"category_scores_gemma":[0.0001150588,0.0003366857,0.0003104246,0.0002213453,0.0001486238,0.00002114995,0.000276375,0.003356661,0.001007935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654815,"about_ca_system_score_gemma":0.0002687887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004402082,"about_ca_topic_score_gemma":2.382211e-7,"domain_scores_codex":[0.997749,0.0001757748,0.000351846,0.0007138179,0.0004113836,0.0005981669],"domain_scores_gemma":[0.9984214,0.0001559196,0.0001791225,0.001106893,0.00006159939,0.00007503996],"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":[0.00004898504,0.00007597847,0.001587294,0.0001692502,0.0001877364,0.0480071,0.00004071602,1.889923e-7,0.00004791339,0.00001138186,0.9497125,0.0001109701],"study_design_scores_gemma":[0.000358504,0.001400163,0.002489178,0.00002273475,0.0002328143,0.08948576,0.000009958131,0.000001108759,0.00002427593,0.0002180624,0.9055025,0.000254933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01412295,0.0002728552,5.156514e-7,0.8153369,0.001431293,0.0004528792,0.00006170081,0.0001225282,0.1681984],"genre_scores_gemma":[0.003497952,0.00001000309,0.0003570892,0.884942,0.003779419,0.0001210714,0.001406005,0.0001556535,0.1057308],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09012685,"threshold_uncertainty_score":0.9999085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946561205365223,"score_gpt":0.3019085887875029,"score_spread":0.2624429767338507,"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."}}