{"id":"W4376503776","doi":"10.1002/cnr2.1834","title":"Radiation‐induced sarcomas following childhood cancer – A Canadian Sarcoma Research and Clinical Collaboration Study (<scp>CanSaRCC</scp>)","year":2023,"lang":"en","type":"article","venue":"Cancer Reports","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heart Research Centre; University of Toronto; Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Rhabdomyosarcoma; Sarcoma; Radiation therapy; Cancer; Soft tissue sarcoma; Pediatric cancer; Chemotherapy; Oncology; Internal medicine; Pathology","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":[0.001254004,0.0003772308,0.000386946,0.001503675,0.001646746,0.0007525915,0.0007848716,0.0004005712,0.001630752],"category_scores_gemma":[0.001832773,0.0003256422,0.0004914803,0.005127435,0.0004292576,0.0003488157,0.0006935962,0.0004800089,0.0001842355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01301312,"about_ca_system_score_gemma":0.0320027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9510722,"about_ca_topic_score_gemma":0.9799225,"domain_scores_codex":[0.9990069,0.00007078575,0.00008785116,0.000122218,0.0004582783,0.0002539416],"domain_scores_gemma":[0.9978004,0.0001162037,0.0005539728,0.00007486296,0.001033418,0.0004212128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001821927,0.00005112955,0.9898831,0.000243217,0.0001012872,0.0001804227,0.0004857315,0.00007642646,0.0002271141,0.000106437,0.003103267,0.005359722],"study_design_scores_gemma":[0.00002806871,0.00006142649,0.9968073,0.0001215191,0.00005981342,0.0001627329,0.0005046933,0.00006348994,0.00003956326,0.00001497303,0.002127975,0.000008443756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754013,0.003428267,0.0001468245,0.00073329,0.0000364241,0.0004011379,0.01593582,0.00001003765,0.003907003],"genre_scores_gemma":[0.9844201,0.002397579,0.0003650777,0.0003444171,0.00003606217,0.0001238941,0.01148597,0.000005603556,0.0008214006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04892778,"threshold_uncertainty_score":0.09843183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09662364655084871,"score_gpt":0.4435163660595536,"score_spread":0.3468927195087049,"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."}}