{"id":"W4206944447","doi":"10.1002/gcc.23025","title":"Advances in sarcoma molecular diagnostics","year":2022,"lang":"en","type":"review","venue":"Genes Chromosomes and Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Terry Fox Research Institute; Canadian Cancer Society","keywords":"Computational biology; Molecular diagnostics; Biology; Fluorescence in situ hybridization; Polymerase chain reaction; DNA sequencing; Bioinformatics; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005591252,0.0003718682,0.001393382,0.000148439,0.00005957935,0.00001908704,0.00009491159,0.0001215116,0.001052651],"category_scores_gemma":[0.0000188334,0.0002811296,0.0002802677,0.0002979395,0.0000502238,0.00004057651,0.0001220753,0.0002194492,0.000008669726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749031,"about_ca_system_score_gemma":0.0002513861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006617755,"about_ca_topic_score_gemma":0.00004146896,"domain_scores_codex":[0.9985771,0.00006115322,0.0003607521,0.0004824101,0.0002227915,0.0002957477],"domain_scores_gemma":[0.999247,0.0001865037,0.0001339748,0.0003005181,0.00001375733,0.0001182422],"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":[0.000004368312,0.0001783811,0.001821722,0.006442902,0.0001131072,0.0009228011,0.0000196893,0.000001792504,1.783832e-7,0.0001263715,0.0001310636,0.9902376],"study_design_scores_gemma":[0.0005634328,0.0001131432,0.0001300456,0.005102433,0.0009916779,0.0001654155,0.000021609,0.000001743649,0.000005191963,0.00004820011,0.9925921,0.0002649864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001844158,0.9980627,8.972895e-7,0.00007815381,0.0002786959,0.0007644079,0.0001189149,0.00002283362,0.0004889462],"genre_scores_gemma":[0.00005290172,0.9971259,0.00004937027,0.0001987905,0.0001670619,0.002115248,0.0001596367,0.00006144566,0.00006966416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9924611,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360734560384551,"score_gpt":0.3511665079115354,"score_spread":0.3150930518730803,"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."}}