{"id":"W4367673284","doi":"10.1055/a-2073-5393","title":"Large pedunculated colorectal polyps: more than meets the eye","year":2023,"lang":"en","type":"letter","venue":"Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; General surgery; Colorectal Polyp; Internal medicine; Gastroenterology; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003013003,0.0004426331,0.0005804102,0.0002381559,0.0002738977,0.00006623525,0.000259354,0.0007933638,0.0003042881],"category_scores_gemma":[0.0002179111,0.0003063557,0.0003730589,0.0006419935,0.0001127629,0.00004664562,0.000130242,0.002495039,0.0005391125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200975,"about_ca_system_score_gemma":0.0002271012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005244567,"about_ca_topic_score_gemma":0.0001402186,"domain_scores_codex":[0.9974332,0.0001506298,0.00033367,0.0006094484,0.0007618068,0.0007112721],"domain_scores_gemma":[0.9987409,0.0002521624,0.0001798178,0.0006156293,0.0001089996,0.0001025502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001203767,0.00002748198,0.001268829,0.0001335471,0.0003160067,0.0008659289,0.000779088,0.000002354251,0.0005517299,0.000004420687,0.9945433,0.0003036174],"study_design_scores_gemma":[0.00163339,0.001556987,0.01112553,0.0003930021,0.0004514781,0.00007545239,0.000302749,0.0004441973,0.0038949,0.00003460316,0.9796628,0.0004249258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2025482,0.001353853,0.0001126651,0.7836261,0.00499962,0.001490884,0.0002381619,0.001575815,0.004054664],"genre_scores_gemma":[0.4941255,0.0001819762,0.0002364176,0.4274291,0.01824825,0.0002370502,0.001794021,0.0004374124,0.05731028],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3561971,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907856528719132,"score_gpt":0.3017174049853805,"score_spread":0.2826388396981892,"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."}}