{"id":"W2066108616","doi":"10.1002/jso.10091","title":"Ex vivo sentinel lymph node biopsy in colorectal cancer: A feasibility study","year":2002,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Ex vivo; Sentinel lymph node; Biopsy; Colorectal cancer; Cancer; Cytokeratin; Pathology; Rectum; Stage (stratigraphy); Lymph; In vivo; Surgery; Internal medicine; Breast cancer; Immunohistochemistry; Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001465138,0.0008115844,0.007871817,0.0008106213,0.00005773562,0.00002820084,0.0004392972,0.0009805679,0.002651376],"category_scores_gemma":[0.0001967114,0.0005463325,0.00195064,0.001424403,0.0002538295,0.0001111571,0.0002339581,0.00183269,0.00007982309],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006592015,"about_ca_system_score_gemma":0.00226212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001426258,"about_ca_topic_score_gemma":0.00003106578,"domain_scores_codex":[0.9929534,0.001362353,0.003170277,0.0007672168,0.0009703218,0.0007764256],"domain_scores_gemma":[0.9950546,0.001445638,0.002022778,0.0003749077,0.000392355,0.0007097241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00406833,0.01807632,0.1018042,0.003561246,0.002013417,0.09241216,0.0001789072,0.000003302197,0.000003917151,0.000004938963,0.0003987305,0.7774745],"study_design_scores_gemma":[0.01487708,0.002513095,0.02003604,0.005800226,0.003445058,0.02254076,0.00007443917,0.00001087623,0.000001011496,0.000009605617,0.9302261,0.000465722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1260362,0.8628438,3.605578e-7,0.0003344038,0.001121274,0.001664284,0.00003964619,0.00002820968,0.007931871],"genre_scores_gemma":[0.008851482,0.9892475,0.00008748931,0.00004647878,0.0009796879,0.0001556306,0.000008733336,0.00008270959,0.0005402581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9298273,"threshold_uncertainty_score":0.9996988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030076154401009,"score_gpt":0.4247562456066156,"score_spread":0.3217486301665147,"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."}}