{"id":"W4413964375","doi":"10.1097/iae.0000000000004657","title":"Reply","year":2025,"lang":"en","type":"article","venue":"Retina","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health; University of Toronto; St. Michael's Hospital; University of Ottawa","funders":"","keywords":"Psychoanalysis; Philosophy; Psychology","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":[0.0001633628,0.00007134872,0.0001335874,0.00009210069,0.00004204377,0.00001071821,0.00004849096,0.00004647914,0.00007640693],"category_scores_gemma":[0.0004019657,0.00006488078,0.00005059534,0.0002748258,0.0000331609,0.00002964146,0.00002221236,0.0001140823,0.0001467077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000696562,"about_ca_system_score_gemma":0.00008854359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002007549,"about_ca_topic_score_gemma":0.00000384448,"domain_scores_codex":[0.999347,0.0000240678,0.0001581297,0.0001861803,0.000142995,0.000141668],"domain_scores_gemma":[0.9994713,0.00005783256,0.0000330198,0.0003036342,0.00008467587,0.00004955406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008099961,0.0003527444,0.1643459,0.000880611,0.0001368114,0.0002521157,0.001043048,0.000004944589,0.02408024,0.0200702,0.2360173,0.5520061],"study_design_scores_gemma":[0.001376348,0.0001545973,0.6146197,0.0003875394,0.00009491746,0.00002774607,0.0002667626,0.0001433132,0.01710303,0.001279138,0.3644234,0.0001235236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6916959,0.0007087337,0.0008444497,0.02133761,0.0005014648,0.0004304982,0.000003620309,0.0002550361,0.2842227],"genre_scores_gemma":[0.9848416,0.00004169123,0.001539579,0.002903804,0.00008557358,0.00001336676,0.00001655096,0.000010611,0.0105472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5518825,"threshold_uncertainty_score":0.2645761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125930539119759,"score_gpt":0.3052612228420618,"score_spread":0.2926681689300859,"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."}}