{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001666406,0.0002639439,0.0005980655,0.0006108272,0.00051776,0.000128095,0.00008990079,0.0001824712,0.00004755266],"category_scores_gemma":[0.0008566087,0.0002405555,0.0001439705,0.001871559,0.00007639305,0.0001565558,0.00007393011,0.0004292104,0.00002684663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020712,"about_ca_system_score_gemma":0.003255985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1358087,"about_ca_topic_score_gemma":0.2433414,"domain_scores_codex":[0.9964476,0.0002251562,0.000796559,0.0008968745,0.0008579156,0.0007758979],"domain_scores_gemma":[0.9974538,0.0004602144,0.0001979738,0.0006733523,0.0003845301,0.0008300981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009995036,0.0005849336,0.9461727,0.00001699791,0.0005550166,0.006107275,0.001659584,0.000005613239,0.00008899746,0.00001147366,0.01498441,0.02980304],"study_design_scores_gemma":[0.002175509,0.0005867812,0.9767671,0.0001492035,0.0002936374,0.00009358676,0.002474141,0.00004341091,0.0004012087,0.0001144716,0.01679668,0.0001043099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852727,0.006066201,2.325378e-7,0.003809437,0.001330013,0.002512388,0.00003565069,0.0001338,0.0008395874],"genre_scores_gemma":[0.9951679,0.001405294,0.00002109863,0.0004423347,0.0006208174,0.001369297,0.00008778914,0.00006957837,0.0008159384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075327,"threshold_uncertainty_score":0.9809569,"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."}}