{"id":"W4408245111","doi":"10.1080/13645706.2025.2473587","title":"Fluorescence-guided mesorectal nodes harvesting associated with local excision for early rectal cancer: technical notes","year":2025,"lang":"en","type":"article","venue":"Minimally Invasive Therapy & Allied Technologies","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Total mesorectal excision; Colorectal cancer; Indocyanine green; Surgery; Stage (stratigraphy); Sampling (signal processing); Radiology; Cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054252,0.0002963055,0.0001785426,0.0002807479,0.0002888517,0.0002548509,0.0002769296,0.0002438184,0.001181688],"category_scores_gemma":[0.001004677,0.0001149509,0.000301771,0.0002302071,0.000385518,0.000251518,0.0003141213,0.0002670621,0.0002592092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495323,"about_ca_system_score_gemma":0.0004784942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004666761,"about_ca_topic_score_gemma":0.001124938,"domain_scores_codex":[0.999788,0.00008042275,0.0000196022,0.00003741518,0.0000353779,0.00003925162],"domain_scores_gemma":[0.9995759,0.0001438738,0.0001027642,0.00005990889,0.00002657837,0.00009105919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006221016,0.002887533,0.6952729,0.0005442931,0.0001185117,0.01089891,0.0005278128,0.001456487,0.07508605,0.0001601295,0.000943433,0.2058829],"study_design_scores_gemma":[0.0005572346,0.03400067,0.8567502,0.00007454769,0.0001897715,0.06662057,0.0006194799,0.002221615,0.03476849,0.0003186195,0.003804121,0.00007470434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9964607,0.0006194955,0.001784244,0.0000809647,0.00001379259,0.00008723119,0.00004030483,0.00001609736,0.0008970532],"genre_scores_gemma":[0.9966888,0.0004682556,0.002130739,0.00006115419,0.00004431071,0.00009193491,0.000164294,0.000005039364,0.0003455616],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001181688,"threshold_uncertainty_score":0.003953159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04636154620290401,"score_gpt":0.3184579805457485,"score_spread":0.2720964343428445,"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."}}