{"id":"W4309374130","doi":"10.1055/a-1966-0441","title":"Combining endoscopic mucosal resection with hybrid argon plasma coagulation to reduce local colorectal lesion recurrence: a video tutorial","year":2022,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Argon plasma coagulation; Medicine; Endoscopic mucosal resection; Perforation; Surgery; Ablation; Ablative case; Lesion; Resection; Endoscopy; Radiation therapy; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0003166549,0.0002096533,0.0003274014,0.0003105108,0.0003703449,0.00004262287,0.0001308862,0.00003492829,0.0002902769],"category_scores_gemma":[0.00009173729,0.0001982796,0.00006648689,0.0006177184,0.00005421148,0.0001306582,0.0001590124,0.000407393,0.00003270603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006115462,"about_ca_system_score_gemma":0.0002063267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002568652,"about_ca_topic_score_gemma":0.00005510692,"domain_scores_codex":[0.9979719,0.0001170182,0.0002996509,0.0004731439,0.0007624626,0.0003758534],"domain_scores_gemma":[0.9992968,0.0001040291,0.0001289255,0.0002431464,0.00006554704,0.000161544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1547076,0.002114692,0.4292641,0.0008464556,0.0008718726,0.001426158,0.007011967,0.02589062,0.08407238,0.003219521,0.1854555,0.1051191],"study_design_scores_gemma":[0.06408607,0.04702792,0.2739934,0.001048712,0.001063065,0.0004467817,0.005570051,0.0167589,0.4311702,0.0003662494,0.1567294,0.001739226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910683,0.00004808079,0.002365454,0.0007196998,0.003291752,0.001028245,0.0000140578,0.000159624,0.00130477],"genre_scores_gemma":[0.9963964,0.000009066546,0.001400208,0.0001771237,0.0006582831,0.0002769055,0.0001507401,0.0000345993,0.0008966508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3470978,"threshold_uncertainty_score":0.8085608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153188392238911,"score_gpt":0.29281933344177,"score_spread":0.2712874495193809,"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."}}