{"id":"W3092158008","doi":"10.1016/j.path.2020.08.004","title":"Round Cell Sarcomas","year":2020,"lang":"en","type":"review","venue":"Surgical pathology clinics","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Immunohistochemistry; Medicine; Pathology; Sarcoma; Soft tissue; Bone Sarcoma; Cell; Cancer research; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003586547,0.000603972,0.004164621,0.0001192444,0.00006794396,0.00001909279,0.0002170951,0.001111932,0.0004254372],"category_scores_gemma":[0.0001875208,0.0004175232,0.001863516,0.0003118896,0.0001901002,0.00002061619,0.0001973674,0.001222721,0.003111513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134831,"about_ca_system_score_gemma":0.0004545883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001134917,"about_ca_topic_score_gemma":6.081969e-7,"domain_scores_codex":[0.9966692,0.0004606999,0.001224019,0.0009148692,0.0002627045,0.0004685005],"domain_scores_gemma":[0.9966168,0.001751817,0.0004097146,0.0007265594,0.00005749594,0.0004376544],"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":[0.00002822163,0.0009809266,0.0004336663,0.003123851,0.0001815782,0.05696518,0.0000134529,1.855518e-8,9.270364e-9,0.0002501327,0.001373959,0.936649],"study_design_scores_gemma":[0.001585942,0.0005465957,0.00003755858,0.001398657,0.003232555,0.003716579,0.000006601944,0.000001313942,2.221152e-7,0.00008182742,0.9890769,0.0003153217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004224218,0.984984,0.000003172736,0.0004368545,0.0006589802,0.0009237194,0.00008889246,0.0001257797,0.01273641],"genre_scores_gemma":[0.00004687102,0.9965354,0.0005044714,0.0006021165,0.0006878908,0.0001653056,0.0004780916,0.0001030416,0.0008768439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9877028,"threshold_uncertainty_score":0.9998277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09476655560302695,"score_gpt":0.4053084966711566,"score_spread":0.3105419410681297,"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."}}