{"id":"W4410231002","doi":"10.1016/j.cgh.2025.02.021","title":"Endoscopic Submucosal Dissection for Previously Attempted Colorectal Lesions: An International Multicenter Experience","year":2025,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Endoscopic submucosal dissection; General surgery; Multicenter study; Colonoscopy; Radiology; Surgery; Colorectal cancer; Internal medicine; Randomized controlled trial","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":[0.0002412102,0.0001366658,0.0004352728,0.0001329929,0.00008962707,0.00001336823,0.0001313046,0.0001638288,0.0000877296],"category_scores_gemma":[0.0002816951,0.0001200837,0.0001217668,0.00005320218,0.0003226603,0.00009266314,0.0001028431,0.0002105685,0.000003679488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003679894,"about_ca_system_score_gemma":0.00003864347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001918859,"about_ca_topic_score_gemma":0.000342624,"domain_scores_codex":[0.9985486,0.0001235838,0.0005153377,0.0004481238,0.00005672273,0.0003076927],"domain_scores_gemma":[0.9992893,0.0002377971,0.0001035596,0.0001768225,0.00007788288,0.0001146844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003398697,0.0003220966,0.9908354,0.00003800158,0.000150298,0.0000173096,0.00006757708,1.997217e-7,0.00005811828,0.0005585601,0.0007122531,0.003841495],"study_design_scores_gemma":[0.006010958,0.001973809,0.9851778,0.00003126937,0.0001509237,0.00003809663,0.0001306677,0.001266143,0.0000380351,0.00009507227,0.005044671,0.00004251186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899369,0.00005701949,0.003447599,0.003704556,0.002031094,0.0005892685,0.000005758124,0.00005808509,0.0001696728],"genre_scores_gemma":[0.9929558,0.0002593018,0.00114891,0.004891971,0.0001640721,0.0001797503,0.00006843066,0.00000792337,0.0003238624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00565755,"threshold_uncertainty_score":0.4896871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0415528048467682,"score_gpt":0.4055803442920754,"score_spread":0.3640275394453072,"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."}}