{"id":"W4408894856","doi":"10.1055/s-0045-1805438","title":"ESD for Oesophageal SCC: Absolute vs outside criteria resection and outcomes","year":2025,"lang":"en","type":"article","venue":"Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Resection; General surgery; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001817048,0.0002548445,0.0005261751,0.0005538629,0.0002301255,0.0008645303,0.0003754067,0.0005662717,0.002124532],"category_scores_gemma":[0.004211674,0.0001701313,0.001225178,0.0006761859,0.000419337,0.001243364,0.000928407,0.0008682283,0.0002101222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004657773,"about_ca_system_score_gemma":0.0003881425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019816,"about_ca_topic_score_gemma":0.003452219,"domain_scores_codex":[0.9994424,0.0001324094,0.0000663208,0.0001025302,0.00009534816,0.0001609308],"domain_scores_gemma":[0.9974861,0.0008082399,0.001019345,0.0001827491,0.000145281,0.0003583129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006748586,0.0001512736,0.9656235,0.0002591546,0.000767241,0.0002450785,0.0002281644,0.0004525924,0.0006147444,0.0004829908,0.001015648,0.02341104],"study_design_scores_gemma":[0.00005117652,0.0007443168,0.9961169,0.0000828235,0.0003838468,0.0003717865,0.0005298889,0.0004015949,0.000117888,0.000677799,0.0005044445,0.00001759435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947013,0.002742796,0.0002390067,0.000175898,0.00005922324,0.000005355956,0.0002895774,0.000005935676,0.001781049],"genre_scores_gemma":[0.9991075,0.000239919,0.00005903803,0.00004279917,0.00005384909,0.000002529884,0.0002859504,0.000003456652,0.0002048464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002124532,"threshold_uncertainty_score":0.00960958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324890923892318,"score_gpt":0.3929010464950631,"score_spread":0.3696521372561399,"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."}}