{"id":"W4296132263","doi":"10.1158/1557-3265.sarcomas22-ia029","title":"Abstract IA029: The origins of leiomyosarcoma: implications for prognosis and defining new therapeutic options","year":2022,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Biology; Subtyping; Leiomyosarcoma; Disease; Homologous recombination; Somatic evolution in cancer; Computational biology; Cancer research; Bioinformatics; Cancer; Genetics; Gene; Pathology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003110079,0.0002577509,0.0002886725,0.0005531386,0.0002295899,0.0006568581,0.0002378216,0.0003696294,0.001761206],"category_scores_gemma":[0.0005661465,0.0001095976,0.0002237508,0.0005631646,0.0002795593,0.0003527104,0.0003661582,0.0005143518,0.0005297566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005547823,"about_ca_system_score_gemma":0.0003255652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006367979,"about_ca_topic_score_gemma":0.0007380008,"domain_scores_codex":[0.9998962,0.00002322659,0.000006010926,0.00003231503,0.00002191613,0.00002037399],"domain_scores_gemma":[0.9996789,0.00007100847,0.0001432944,0.0000159705,0.00003695151,0.00005397297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001751115,0.0001306532,0.5149721,0.0008504266,0.0001924399,0.001135413,0.0003013125,0.006077212,0.3446932,0.003069869,0.005108368,0.121718],"study_design_scores_gemma":[0.00003645605,0.0005186802,0.8919015,0.0004398075,0.0001863915,0.003234814,0.0007535584,0.01640904,0.05294053,0.00641558,0.02710617,0.00005757153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683315,0.0166004,0.006948057,0.002326694,0.0000553054,0.00002536967,0.002722014,0.0001923991,0.002798408],"genre_scores_gemma":[0.9857635,0.004331733,0.004648117,0.0002592354,0.00005989069,0.00002965409,0.003578333,0.00004191919,0.001287636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001761206,"threshold_uncertainty_score":0.0058918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4029624492528577,"score_gpt":0.5583171902239384,"score_spread":0.1553547409710807,"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."}}