{"id":"W2946055066","doi":"10.1055/s-0039-1681735","title":"FACTORS ASSOCIATED WITH DIFFICULTY IN PROPHYLACTIC CLIP CLOSURE AFTER ENDOSCOPIC MUCOSAL RESECTION OF LARGE COLORECTAL POLYPS","year":2019,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Endoscopic mucosal resection; Closure (psychology); Colorectal Polyp; Resection; Surgery; Colonoscopy; Adenomatous polyps; General surgery; Colorectal cancer; Internal medicine; Cancer","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":[0.0001374492,0.0001870063,0.0004172466,0.0002201319,0.0000226205,0.00001227162,0.00006925788,0.00009677534,0.0004239786],"category_scores_gemma":[0.00009881982,0.0001308015,0.00008645111,0.0004796883,0.00003527771,0.0001099727,0.00003830768,0.0002648378,0.00001611166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997698,"about_ca_system_score_gemma":0.00007743023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001246261,"about_ca_topic_score_gemma":0.0006874204,"domain_scores_codex":[0.9986848,0.00006272073,0.0002634184,0.0002707381,0.0003722292,0.0003461142],"domain_scores_gemma":[0.9994477,0.00008765545,0.0001466661,0.0001982468,0.00005454059,0.00006520265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00125043,0.000270823,0.9944901,0.0001504479,0.00009719946,0.00001917719,0.0003637929,0.000002660172,0.003207819,0.000026066,0.00009058478,0.00003093128],"study_design_scores_gemma":[0.006632417,0.00161801,0.9820376,0.0001579279,0.00009357721,4.342363e-7,0.0002832238,0.00002718848,0.008937839,0.000005220821,0.0001070237,0.00009950621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975092,0.0000827527,0.000007497854,0.0001065543,0.0003417644,0.0008266622,0.00001959748,0.00005030681,0.001055641],"genre_scores_gemma":[0.9982699,0.00000552648,0.00004276814,0.00005518295,0.00005269989,0.00004065265,0.00006202627,0.000025613,0.001445612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01245244,"threshold_uncertainty_score":0.5333933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499151989592092,"score_gpt":0.2691000300382136,"score_spread":0.2541085101422927,"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."}}