{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123932,0.0008843809,0.00110832,0.002776809,0.0002916235,0.001269357,0.0008006904,0.001177371,0.005362299],"category_scores_gemma":[0.001741571,0.0002863284,0.0006970679,0.001838448,0.000621378,0.001642728,0.0007769013,0.002428065,0.003570275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008811955,"about_ca_system_score_gemma":0.001388614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284364,"about_ca_topic_score_gemma":0.001693389,"domain_scores_codex":[0.999617,0.00007522139,0.00004252509,0.0000672976,0.0001601471,0.00003781709],"domain_scores_gemma":[0.9990408,0.0005331848,0.00007542161,0.00003225445,0.0002669235,0.00005152399],"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":[0.00004781571,0.00004971336,0.0002581858,0.01056249,0.00006232278,0.0002208308,0.00005787236,0.0004127166,0.002300029,0.006984019,0.02919511,0.9498488],"study_design_scores_gemma":[0.000006780382,0.00004564516,0.0003762025,0.001641726,0.00005319946,0.0009540172,0.00002973985,0.00008439372,0.0007196956,0.001907767,0.9941661,0.00001471394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001598644,0.9954063,0.0005468162,0.0006769239,0.0004213372,0.000008940748,0.00004315856,0.00002394549,0.0027129],"genre_scores_gemma":[0.001122891,0.9963583,0.0006632133,0.0004459146,0.0003046949,0.000009974719,0.00008163539,0.000004523064,0.001008879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005362299,"threshold_uncertainty_score":0.01793867,"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."}}