{"id":"W4362583380","doi":"10.30683/1927-7229.2023.12.04","title":"Virchow-Troisier's Node: A Review","year":2023,"lang":"en","type":"review","venue":"Journal of Analytical Oncology","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymph node; Presentation (obstetrics); Lymph node metastasis; Node (physics); Differential diagnosis; General surgery; Metastasis; Pathology; Surgery; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004239629,0.0008127572,0.001157204,0.004785011,0.0004186638,0.001192893,0.0009045114,0.0008070755,0.003905404],"category_scores_gemma":[0.001198463,0.0003055437,0.0005844407,0.004304952,0.0005451891,0.00191363,0.0005736894,0.001227102,0.001354587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005694976,"about_ca_system_score_gemma":0.001705406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001681502,"about_ca_topic_score_gemma":0.002768142,"domain_scores_codex":[0.9998247,0.00002148086,0.00004567021,0.00004175663,0.00005041255,0.00001600094],"domain_scores_gemma":[0.9994179,0.0003199351,0.0001029225,0.00001281832,0.0001048782,0.00004163957],"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":[0.0000686436,0.00006288977,0.001102549,0.03872811,0.0001546508,0.00143748,0.0001805445,0.0003910109,0.0009664586,0.002594916,0.04396156,0.9103512],"study_design_scores_gemma":[0.00001272207,0.0001008117,0.003360871,0.01873625,0.0003761246,0.01868509,0.000268615,0.0001213952,0.0003519555,0.002036268,0.9559059,0.00004399529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001597514,0.9987544,0.00006372938,0.0002152769,0.0001990741,0.000003183532,0.00001724007,0.000005539427,0.0005816877],"genre_scores_gemma":[0.0008142341,0.998486,0.0001363415,0.0001580618,0.0002137402,0.000003004998,0.00002652353,0.000001210108,0.0001610122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004785011,"threshold_uncertainty_score":0.01306492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2382459420209733,"score_gpt":0.5276528267624432,"score_spread":0.2894068847414699,"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."}}