{"id":"W2040989640","doi":"10.1007/bf02573864","title":"Intraoperative sentinel node assessment is a touchy subject","year":2002,"lang":"en","type":"letter","venue":"Annals of Surgical Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Surgical oncology; Sentinel node; Subject (documents); General surgery; Surgery; Internal medicine; World Wide Web; Cancer; Computer science","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":[0.00157938,0.0005477533,0.0008457332,0.000905868,0.002657323,0.002898281,0.001239666,0.02230479,0.005464769],"category_scores_gemma":[0.01538366,0.0007065719,0.0006444216,0.000783972,0.003303284,0.004206993,0.001048251,0.01622099,0.002959972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396028,"about_ca_system_score_gemma":0.001316487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009152187,"about_ca_topic_score_gemma":0.004473501,"domain_scores_codex":[0.9987802,0.0003878105,0.0001914101,0.0001521623,0.0002663426,0.0002220421],"domain_scores_gemma":[0.9935608,0.003535479,0.0008571095,0.0003277789,0.0006970115,0.001021721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002602755,0.0001146242,0.01675757,0.0003674221,0.00005549646,0.4747662,0.0009968574,0.0008747846,0.002345911,0.01064054,0.4184653,0.07435507],"study_design_scores_gemma":[0.0001376832,0.0002831106,0.009129715,0.0009453252,0.00009864568,0.5129355,0.00357928,0.002027355,0.0008218472,0.03939216,0.4305226,0.0001268647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01718052,0.01005425,0.002142566,0.8970816,0.02203549,0.00004012528,0.00007728975,0.0001146513,0.05127354],"genre_scores_gemma":[0.2368257,0.01678135,0.003440793,0.4251253,0.2963944,0.00008216476,0.0001202592,0.0001492537,0.02108072],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02230479,"threshold_uncertainty_score":0.01828146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118052990027202,"score_gpt":0.3933306432008815,"score_spread":0.2815253441981613,"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."}}