{"id":"W4312211536","doi":"10.1002/cncy.22673","title":"Cytologic features of gynecologic germ cell tumors and carcinomas exhibiting germ cell tumor differentiation","year":2022,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"National Cancer Institute; National Institutes of Health","keywords":"Germ cell tumors; Pathology; Yolk sac; Germ cell; Medicine; Somatic cell; Biology; Internal medicine; Chemotherapy; Embryo","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":[0.0003732677,0.0002270804,0.0001656193,0.001546357,0.000231219,0.0003629742,0.0002033987,0.0002837327,0.002488703],"category_scores_gemma":[0.001498967,0.00009464096,0.0001469883,0.0007238718,0.0003733266,0.0002347519,0.0003335788,0.0001976603,0.0003749427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002903557,"about_ca_system_score_gemma":0.0003385656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060037,"about_ca_topic_score_gemma":0.001589139,"domain_scores_codex":[0.9998096,0.0000272894,0.00003216791,0.00003581505,0.00005056356,0.0000446238],"domain_scores_gemma":[0.9988388,0.0002927932,0.0003900132,0.00006151272,0.0002014408,0.0002154317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001168796,0.00001483825,0.9861428,0.00004058326,0.00001247842,0.002942917,0.0001183608,0.0000434023,0.005571199,0.00003632843,0.0001066271,0.004853475],"study_design_scores_gemma":[0.00001139821,0.0001815398,0.9520679,0.00002493195,0.00003521519,0.04211511,0.0005706843,0.000168786,0.003306707,0.0000538789,0.001459056,0.000004814243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962448,0.001927374,0.0003828714,0.00002932741,0.0000117544,0.00002399153,0.0002437386,0.00001828247,0.001117771],"genre_scores_gemma":[0.9987877,0.0004506216,0.0003480533,0.00002230986,0.00001066746,0.000007027988,0.0002405218,0.000002432721,0.0001306661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002488703,"threshold_uncertainty_score":0.008325517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115655542524832,"score_gpt":0.2484833524052781,"score_spread":0.2373267969800298,"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."}}