{"id":"W3175027186","doi":"10.1002/path.5749","title":"The molecular landscape of well differentiated retroperitoneal liposarcoma","year":2021,"lang":"en","type":"article","venue":"The Journal of Pathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research; Medical Research Council Canada; Cancer Research UK; Wellcome Trust","keywords":"Biology; Liposarcoma; Cancer research; Gene; Exon; Chromosome; Wnt signaling pathway; Genetics; Medicine; Pathology; Sarcoma","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002203087,0.0001593908,0.0001391549,0.0007734303,0.0001250359,0.0004180419,0.0001609879,0.0002764105,0.001438265],"category_scores_gemma":[0.0003472182,0.0001680046,0.0001117015,0.0003344727,0.0003669362,0.0003509475,0.0003126495,0.0002097083,0.0003221394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609902,"about_ca_system_score_gemma":0.0001338012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002813514,"about_ca_topic_score_gemma":0.0004185806,"domain_scores_codex":[0.9998651,0.00002896251,0.0000107152,0.00003073843,0.00004220117,0.00002225051],"domain_scores_gemma":[0.9998869,0.00002560399,0.00005296237,0.000006296179,0.00001143647,0.00001690408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000756948,0.00004890676,0.1595217,0.0004640365,0.00008699469,0.01521343,0.0006471562,0.001722242,0.7539974,0.003097185,0.0007032744,0.06374072],"study_design_scores_gemma":[0.0000722347,0.0008452832,0.7471814,0.0002036045,0.0002716359,0.1053883,0.001844023,0.003744172,0.09806583,0.009495218,0.03281282,0.00007546792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881392,0.006732447,0.001766258,0.0004170479,0.00001018967,0.00001826991,0.0002567291,0.00003843345,0.002621342],"genre_scores_gemma":[0.994819,0.002692837,0.001262145,0.00009355829,0.00001444705,0.00001226339,0.0002519128,0.000008366096,0.0008454041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001438265,"threshold_uncertainty_score":0.004811466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201143916497979,"score_gpt":0.2608288417060419,"score_spread":0.2488174025410621,"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."}}