{"id":"W4417211625","doi":"10.1055/a-2769-7159","title":"“Resect and pool”: surveillance interval agreement, safety, and savings from placing all colorectal polyps considered zero risk for cancer in one container for pathologic assessment","year":2025,"lang":"en","type":"article","venue":"Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Colonoscopy; Cancer; Colorectal cancer; Endoscopy; Confidence interval; Lesion; Stage (stratigraphy); Prospective cohort study","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":[0.0005033683,0.0001866991,0.0005004228,0.0001357728,0.0001135274,0.00003976985,0.00004518099,0.0001099774,0.00002894456],"category_scores_gemma":[0.0003973078,0.0001746668,0.00006403647,0.0001161751,0.00007645554,0.00005901215,0.00007290435,0.0002200102,2.461758e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002781764,"about_ca_system_score_gemma":0.0001319708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004612896,"about_ca_topic_score_gemma":0.01056624,"domain_scores_codex":[0.9987088,0.00009343107,0.0003323229,0.000457442,0.0001135409,0.0002944876],"domain_scores_gemma":[0.9986141,0.0009671866,0.0001372843,0.000125683,0.000078935,0.00007680549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04430572,0.0001383811,0.8521625,0.0002828773,0.0004704373,0.00002231006,0.0008482874,0.00004734513,0.0557573,0.0001679282,0.0005736034,0.04522335],"study_design_scores_gemma":[0.01821876,0.004345232,0.9439954,0.0006105604,0.0002354836,0.000008666038,0.0004121255,0.009739435,0.01879761,0.001877988,0.001457983,0.0003007862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673615,0.002006763,0.0270799,0.00103165,0.0003443207,0.001402361,0.0004378294,0.00005463064,0.0002811186],"genre_scores_gemma":[0.9930538,0.0004993559,0.005318366,0.0004107938,0.00008382509,0.0003859467,0.00006133881,0.00001656208,0.0001699887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09183291,"threshold_uncertainty_score":0.7122707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408019118869209,"score_gpt":0.3270457136031691,"score_spread":0.302965522414477,"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."}}