{"id":"W4387849501","doi":"10.1053/j.gastro.2023.10.019","title":"Reply","year":2023,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Chulalongkorn University; McGill University Health Centre; McGill University; King Chulalongkorn Memorial Hospital","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003993592,0.001218135,0.001983755,0.00142033,0.008186121,0.008515613,0.002825273,0.1156122,0.02125522],"category_scores_gemma":[0.03307757,0.001342296,0.002078002,0.001177136,0.003365394,0.003899556,0.003839767,0.06010341,0.01681005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006990877,"about_ca_system_score_gemma":0.008982266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460242,"about_ca_topic_score_gemma":0.0221563,"domain_scores_codex":[0.9957128,0.0008163016,0.0005059233,0.0006676959,0.001087456,0.001209892],"domain_scores_gemma":[0.9883953,0.004584364,0.0009155927,0.0003804366,0.0024901,0.003234112],"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":[0.00003218752,0.00001458676,0.0005069162,0.00003370539,0.00001602497,0.001473456,0.0001307371,0.00002787631,0.00006873513,0.0009345814,0.9946914,0.002069728],"study_design_scores_gemma":[0.000121631,0.00004330663,0.00190473,0.0003530506,0.00006267868,0.002023895,0.0008853778,0.0002301859,0.0001677442,0.005472193,0.9886354,0.00009984028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002867939,0.0008077101,0.00005466504,0.9613698,0.03373136,0.00002114295,0.0000679818,0.00002618476,0.003634437],"genre_scores_gemma":[0.001193769,0.0003216841,0.0000643629,0.9733675,0.0156501,0.00003424285,0.00002556351,0.00001476357,0.009328054],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1156122,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031847886987042,"score_gpt":0.273568391687738,"score_spread":0.241720504700696,"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."}}