{"id":"W4408982763","doi":"10.1093/icvts/ivaf057","title":"Reply to García-Villarreal","year":2025,"lang":"en","type":"article","venue":"Interdisciplinary CardioVascular and Thoracic Surgery","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Garcia; Psychology; Art; Humanities","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":[0.00105267,0.000239706,0.0008918386,0.0004649986,0.000172259,0.00005037428,0.00009001437,0.0001042336,0.00007801336],"category_scores_gemma":[0.0001878193,0.0002220656,0.001046687,0.0005179454,0.00009603373,0.00007141328,0.0007322405,0.000212567,0.0000540935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154373,"about_ca_system_score_gemma":0.0001798262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008174069,"about_ca_topic_score_gemma":0.000007315166,"domain_scores_codex":[0.9981274,0.0001332927,0.00041039,0.0006289301,0.0003080239,0.0003919559],"domain_scores_gemma":[0.9983457,0.0002227843,0.00003071764,0.001018114,0.0001256891,0.0002569716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00112792,0.0001649954,0.05365584,0.001216162,0.003913298,0.002169657,0.001035165,0.00001797457,0.0008602461,0.0001641325,0.08688619,0.8487884],"study_design_scores_gemma":[0.0008630096,0.0002317546,0.3475854,0.003464745,0.001886084,0.002986506,0.001181728,0.0000712728,0.00957447,0.001609644,0.629647,0.0008985055],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359165,0.01247988,0.004983492,0.006373564,0.00149574,0.0007141772,0.00001706505,0.0002075202,0.03781208],"genre_scores_gemma":[0.9939144,0.0002056914,0.0003843902,0.00217179,0.0002658574,0.00007533745,0.00002436726,0.00003009901,0.002928029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8478899,"threshold_uncertainty_score":0.9055573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674277940452551,"score_gpt":0.3275901527173364,"score_spread":0.3108473733128109,"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."}}