{"id":"W4309579149","doi":"10.1016/j.surg.2022.06.036","title":"Use of fluorescence imaging and indocyanine green for sentinel node mapping during gastric cancer surgery: Results of an intercontinental Delphi survey","year":2022,"lang":"en","type":"article","venue":"Surgery","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Indocyanine green; Medicine; Sentinel lymph node; Sentinel node; Lymph; Lymph node; Dissection (medical); Radiology; Surgery; Cancer; Pathology; Breast 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":[0.005519768,0.0003049358,0.0001871562,0.001329475,0.0006257607,0.000673486,0.0004779124,0.0006628999,0.001263985],"category_scores_gemma":[0.01202064,0.0002226674,0.0004918065,0.0009951968,0.0007013445,0.0007824163,0.001363841,0.0004480704,0.000281583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008825891,"about_ca_system_score_gemma":0.0009277823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006483415,"about_ca_topic_score_gemma":0.007455426,"domain_scores_codex":[0.9967259,0.001778465,0.0003089281,0.0002348032,0.0006179663,0.0003338589],"domain_scores_gemma":[0.9892176,0.004588065,0.00265509,0.0004297559,0.00227769,0.0008317936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001708408,0.0002224999,0.9865308,0.00003922659,0.00003600866,0.0001378195,0.00580229,0.0001081721,0.0005347623,0.00003926791,0.0001746375,0.006203609],"study_design_scores_gemma":[0.000007301484,0.0003517326,0.9884928,0.00002747653,0.00001730764,0.000197741,0.009667746,0.0003275522,0.0002025788,0.00002170618,0.0006721896,0.00001393537],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987901,0.00007658047,0.0001482464,0.00004988002,0.000004437426,0.0000437701,0.00009597228,0.000001932867,0.0007891064],"genre_scores_gemma":[0.9989154,0.0001308247,0.0003178939,0.00008064212,0.000005872378,0.00009749586,0.0001364881,0.000003209624,0.0003121264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006483415,"threshold_uncertainty_score":0.02919167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0610554942371545,"score_gpt":0.2809745135527855,"score_spread":0.219919019315631,"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."}}