{"id":"W4406366982","doi":"10.1007/s10151-024-03075-2","title":"Fluorescence angiography with indocyanine green for low anterior resection in patients with rectal cancer: a prospective before and after study","year":2025,"lang":"en","type":"article","venue":"Techniques in Coloproctology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Stryker","keywords":"Indocyanine green; Medicine; Abdominal surgery; Colorectal surgery; Colorectal cancer; Indocyanine green angiography; Radiology; Resection; Prospective cohort study; Angiography; Cancer; Surgery; Internal medicine; Fluorescein angiography; Visual acuity","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":[0.0001205403,0.0002109264,0.0005115307,0.0006112155,0.00003707775,0.000008534817,0.00006742471,0.0001326359,0.000008001916],"category_scores_gemma":[0.00003061941,0.0001513103,0.00003961336,0.001063558,0.0001962642,0.00008118961,0.00006923008,0.0002237724,9.973984e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004055632,"about_ca_system_score_gemma":0.0001082113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000890471,"about_ca_topic_score_gemma":0.03183233,"domain_scores_codex":[0.9987296,0.00004926823,0.000262902,0.0005310882,0.0001361843,0.000290887],"domain_scores_gemma":[0.9994672,0.00005173711,0.00007543639,0.0001786531,0.0001838902,0.00004310469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0393458,0.001021907,0.9391511,0.0001348299,0.0001228321,0.0001077566,0.0004946073,7.986655e-8,0.00002231031,0.00000903025,0.00000444193,0.01958532],"study_design_scores_gemma":[0.0073796,0.02149422,0.9688085,0.0007267629,0.00008551281,0.00001253165,0.00006661037,0.00001035351,0.001073659,0.0001926076,0.00002257277,0.0001270297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992376,0.0001344981,0.00004552258,0.0001468137,0.00003295926,0.006953864,0.00001670727,0.0001085073,0.0001851245],"genre_scores_gemma":[0.9884523,0.00001588397,0.002069545,0.00008030803,0.00001345719,0.009285455,0.000007009148,0.00001969044,0.00005636908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03196621,"threshold_uncertainty_score":0.9858342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004930141355252198,"score_gpt":0.2881565055431305,"score_spread":0.2832263641878783,"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."}}