{"id":"W3216934386","doi":"10.1016/j.gie.2021.11.027","title":"Measure twice, cut once: an unexpected finding within the postresection defect","year":2021,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Electronic and Structural Properties of Oxides","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Medicine; Measure (data warehouse); Data mining","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":[0.0004915467,0.0002399724,0.0002148847,0.00004082051,0.0005197011,0.0002466986,0.0003954009,0.00004057718,0.0003727781],"category_scores_gemma":[0.001248101,0.0001593154,0.0001099055,0.0002782725,0.0001915001,0.0003723441,0.00009702762,0.0003862839,0.00008585914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509179,"about_ca_system_score_gemma":0.0003559079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003342013,"about_ca_topic_score_gemma":0.000409286,"domain_scores_codex":[0.9978208,0.0004135054,0.0003130509,0.000476133,0.0004295323,0.0005469782],"domain_scores_gemma":[0.9988005,0.0001838449,0.0001624467,0.00043068,0.0002921472,0.0001303524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002877867,0.00002409879,0.00148973,0.0000127213,0.000007603517,0.00005426235,0.0001902629,0.0003686851,0.9966024,0.0006933502,0.0001132797,0.0001557861],"study_design_scores_gemma":[0.0006371324,0.001148722,0.005490958,0.000269213,0.00005272768,0.007001306,0.001420981,0.001127959,0.9814193,0.001075199,0.00005440115,0.0003021338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956713,0.0003272572,0.001454889,0.0004122965,0.0003259403,0.000148564,0.000009161962,0.0002018083,0.001448783],"genre_scores_gemma":[0.9838315,0.000002893778,0.0154236,0.0001489919,0.0002223942,0.00001582508,0.00001834491,0.00002559888,0.0003108388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518317,"threshold_uncertainty_score":0.6496693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295898887397496,"score_gpt":0.2650491984245121,"score_spread":0.2420902095505371,"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."}}