{"id":"W4320180442","doi":"10.1016/j.cgh.2023.01.034","title":"The Surface Morphology of Large Nonpedunculated Colonic Polyps Predicts Synchronous Large Lesions","year":2023,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary; Alberta Health Services","funders":"Boston Scientific Corporation","keywords":"Medicine; Confidence interval; Odds ratio; Gastroenterology; Internal medicine; Lesion; Distal colon; Interquartile range; Pathology","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":[0.001225921,0.0001574242,0.0006641733,0.0000826351,0.0002716851,0.000005320324,0.0001280438,0.0004258599,0.00005428445],"category_scores_gemma":[0.00051119,0.0001164123,0.0001755997,0.0002132345,0.0006987387,0.00002242111,0.0002273445,0.0006152269,0.00004720039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002355542,"about_ca_system_score_gemma":0.0001239939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004646595,"about_ca_topic_score_gemma":0.0007564956,"domain_scores_codex":[0.9976333,0.0004906314,0.000689165,0.0004109748,0.0001026449,0.0006732459],"domain_scores_gemma":[0.9981878,0.0009689757,0.0002110963,0.0003399649,0.0001073798,0.0001847982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009221398,0.0002634775,0.984852,0.00002752118,0.0002115952,0.0001397434,0.00006668196,0.000006547238,0.000207798,0.0003734628,0.003958739,0.0006710243],"study_design_scores_gemma":[0.005367808,0.01442382,0.9665045,0.00002929483,0.0002125875,0.0008551476,0.0001513318,0.006742712,0.00006367992,0.0001886911,0.005382756,0.00007766768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992861,0.0005095538,0.000376634,0.004752073,0.0009417442,0.0002761318,0.00003793299,0.0001441877,0.0001007793],"genre_scores_gemma":[0.9971871,0.00098894,0.00007432108,0.001369686,0.000103059,0.00002086682,0.00004082875,0.00001687394,0.0001982673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0183475,"threshold_uncertainty_score":0.4747157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961607098352519,"score_gpt":0.346147397316541,"score_spread":0.3165313263330158,"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."}}