{"id":"W2002742161","doi":"10.1002/jso.21202","title":"Lymph node assessment in melanoma","year":2008,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Lymph; Lymph node; Melanoma; Lymphadenectomy; Sentinel lymph node; Biopsy; Radiology; General surgery; Surgery; Pathology; Cancer; Internal medicine; Breast cancer; Cancer research","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":[0.0005758854,0.0007703878,0.001518032,0.002980364,0.0002792314,0.0006848341,0.001079577,0.001132756,0.002889364],"category_scores_gemma":[0.001386078,0.0002706799,0.0005018201,0.002198979,0.0007505199,0.001282029,0.0005878696,0.001651628,0.00184915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005435246,"about_ca_system_score_gemma":0.0007463081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962932,"about_ca_topic_score_gemma":0.00356481,"domain_scores_codex":[0.9997029,0.00007615658,0.00004408937,0.00004360003,0.0001152735,0.00001802559],"domain_scores_gemma":[0.9995283,0.0002449457,0.00007904369,0.0000139742,0.0001088327,0.00002499895],"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":[0.00005310835,0.0000334592,0.0007510622,0.01682173,0.00006785365,0.0005858009,0.00009001089,0.000283366,0.0008861727,0.001112816,0.02854383,0.9507709],"study_design_scores_gemma":[0.00004556135,0.0001996863,0.008492569,0.02582645,0.0003111007,0.02485741,0.0003729735,0.0002594484,0.0007198799,0.005347713,0.9335132,0.00005400172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009422761,0.9987821,0.00008267504,0.0001476728,0.0001555436,0.000003473434,0.000006695072,0.000003843777,0.0007237706],"genre_scores_gemma":[0.001624415,0.9973226,0.0001958335,0.0001998795,0.0001953866,0.000005123394,0.00001603631,0.000001312121,0.0004394467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002980364,"threshold_uncertainty_score":0.009665906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05032385764493857,"score_gpt":0.384515930493375,"score_spread":0.3341920728484364,"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."}}