{"id":"W4394926750","doi":"10.1016/j.jvs.2023.12.024","title":"Reply","year":2024,"lang":"en","type":"letter","venue":"Journal of Vascular Surgery","topic":"Hydrogen's biological and therapeutic effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001484864,0.0002779218,0.001290404,0.0003884824,0.00002419624,0.00003330106,0.0001203415,0.0006533529,0.0003364007],"category_scores_gemma":[0.0003139301,0.0001611979,0.002572973,0.0002289614,0.0000645461,0.00003595628,0.0000348612,0.002741219,0.0002536139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007618443,"about_ca_system_score_gemma":0.000322491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004305948,"about_ca_topic_score_gemma":4.574826e-8,"domain_scores_codex":[0.9977437,0.000218834,0.0007773573,0.000232571,0.0007080061,0.0003195749],"domain_scores_gemma":[0.9982488,0.0006876624,0.0003775036,0.0003561795,0.000195393,0.0001345107],"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":[0.00003243706,0.0000426884,0.0003579346,0.0006554847,0.001981791,0.0286443,0.00001193769,2.983717e-7,0.0003238278,0.000002179288,0.9640267,0.003920414],"study_design_scores_gemma":[0.0001862356,0.0002026459,0.0001863579,0.001441513,0.00103296,0.003700182,0.000002063604,0.000003766037,0.0004170101,0.0003752051,0.9922804,0.0001716746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02894955,0.04266534,0.00005615315,0.9234009,0.003908797,0.0001953016,0.000006754499,0.00005603433,0.0007611998],"genre_scores_gemma":[0.005802653,0.002741495,0.0001010451,0.9735278,0.01558963,0.000003790144,0.00003767489,0.0000715798,0.002124297],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05012696,"threshold_uncertainty_score":0.9995595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016199736816104,"score_gpt":0.2694309435197034,"score_spread":0.2392689461515424,"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."}}