{"id":"W4402464220","doi":"10.1016/j.gie.2024.07.002","title":"Submucosal injection fluid and tattoo agents","year":2024,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002317017,0.0005690223,0.001395669,0.0004992216,0.00006126449,0.00008723915,0.0001251636,0.00008579338,0.0001930006],"category_scores_gemma":[0.0001597616,0.0004364839,0.0004376726,0.0004807696,0.0001012398,0.00007041964,0.0001980059,0.0006043985,0.0004651476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388096,"about_ca_system_score_gemma":0.0001988354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006664782,"about_ca_topic_score_gemma":0.000006409127,"domain_scores_codex":[0.9979298,0.00006702349,0.0005687922,0.000638871,0.0003366086,0.0004589013],"domain_scores_gemma":[0.9991014,0.0001108622,0.0001790637,0.0003271916,0.00004670131,0.0002348014],"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":[0.0001052281,0.00007209566,0.0007104606,0.04618591,0.0003144321,0.001066217,0.00002411757,3.249542e-7,0.00001023795,0.0001341852,0.03488947,0.9164873],"study_design_scores_gemma":[0.0006196098,0.0009010317,0.0001793969,0.02931471,0.005287469,0.0289807,0.00002135821,0.00005185272,3.926298e-7,0.00004783787,0.9342988,0.0002968291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000222598,0.993828,0.001524608,0.0001231688,0.0006576915,0.0009549475,0.00002597856,0.0002577242,0.00260561],"genre_scores_gemma":[0.0000200638,0.9856754,0.008519546,0.0001092327,0.0006959134,0.0000997848,0.0001885186,0.0001084354,0.004583101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9161905,"threshold_uncertainty_score":0.9998087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05199547808634433,"score_gpt":0.3545130525699136,"score_spread":0.3025175744835693,"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."}}