{"id":"W4286631779","doi":"10.3791/63994","title":"Transmission Electron Microscopy: A Surgical Pathology Tool for Neuroblastoma","year":2022,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Alberta; Stollery Children's Hospital; University of Ottawa","funders":"","keywords":"Neuroblastoma; Pathology; Rhabdomyosarcoma; Basophilic; Surgical pathology; Retinoblastoma; Biology; Differential diagnosis; Lymphoblastic lymphoma; Cytoplasm; Immunohistochemistry; Sarcoma; Medicine; Cell culture; Cell biology; Immunology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360625,0.0001754298,0.000480152,0.0002641493,0.00021602,0.00001952102,0.0001519636,0.00004576124,0.0004338859],"category_scores_gemma":[0.00004031293,0.0001415922,0.0003574491,0.0001822833,0.00004165706,0.00008660813,0.00006147999,0.0003547629,0.000005932005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075855,"about_ca_system_score_gemma":0.0002504927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001517408,"about_ca_topic_score_gemma":4.166451e-8,"domain_scores_codex":[0.9979295,0.0002573986,0.0005308993,0.0002219676,0.000626171,0.0004340904],"domain_scores_gemma":[0.9991205,0.0001078147,0.0002432036,0.0001502195,0.0001227822,0.000255511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02137442,0.002303926,0.0002643919,0.0000345907,0.0001782109,0.003625916,0.0002806155,0.000005113078,0.9663936,0.00004203033,0.003060258,0.002436888],"study_design_scores_gemma":[0.02489609,0.02066279,0.0005212997,0.00004362724,0.0001032752,0.008952891,0.00008591989,0.0000914211,0.8505353,0.00007502436,0.09389086,0.0001414446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972509,0.0008223203,0.0005245208,0.0004607353,0.000227459,0.0005830363,0.00001254047,0.00001950566,0.00009898275],"genre_scores_gemma":[0.9954629,0.0001202888,0.002810657,0.0003752112,0.0001432135,0.0001139213,0.0000163468,0.00005307606,0.0009043729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158583,"threshold_uncertainty_score":0.5773964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254501282652472,"score_gpt":0.4528975742774126,"score_spread":0.4274474460121654,"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."}}