{"id":"W4210863904","doi":"10.1097/mph.0000000000002429","title":"Is Detection of Relapse by Surveillance Imaging Associated With Longer Survival in Patients With Rhabdomyosarcoma?","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Hematology/Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Cancer Institute","keywords":"Radiation therapy; Medical imaging; Overall survival; MEDLINE; Survival analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00116614,0.0001975938,0.0003871907,0.000464642,0.0001861533,0.0003961248,0.0003277067,0.0005146825,0.001220016],"category_scores_gemma":[0.004662429,0.0001596266,0.0005259875,0.0005147181,0.0004524155,0.0005390841,0.0003624061,0.0004691969,0.0001673632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722457,"about_ca_system_score_gemma":0.0002684701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005967734,"about_ca_topic_score_gemma":0.0006983752,"domain_scores_codex":[0.9995839,0.0001259001,0.00005223494,0.0001070631,0.00006193129,0.00006893645],"domain_scores_gemma":[0.9950498,0.001473507,0.00267273,0.0002682545,0.0002021424,0.0003336218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001137894,0.000007866936,0.9989918,0.000004465396,0.00001635235,0.00002414171,0.00001373331,0.00001770635,0.0001262814,0.000002754254,0.00001126463,0.0006698564],"study_design_scores_gemma":[0.00000676519,0.0001717402,0.9987741,0.000005354764,0.00005176276,0.0004763452,0.00007778756,0.0002241544,0.0001321505,0.00002170556,0.00005501632,0.000003174372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995486,0.0002405689,0.00006580265,0.00002821997,0.000002690842,0.000001560083,0.0000449314,0.000001970548,0.00006560314],"genre_scores_gemma":[0.999793,0.00005354328,0.00004211025,0.00001378018,0.00001107272,0.000001897693,0.00006498663,9.104953e-7,0.00001874997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001220016,"threshold_uncertainty_score":0.006167173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009258027779521344,"score_gpt":0.2576824208513319,"score_spread":0.2484243930718106,"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."}}