{"id":"W4379534281","doi":"10.3390/diagnostics13111973","title":"Survival Outcomes of Ewing Sarcoma and Rhabdomyosarcoma by High- versus Low-Volume Cancer Centres in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital; University of British Columbia","funders":"","keywords":"Rhabdomyosarcoma; Sarcoma; Ewing's sarcoma; Cancer; Medicine; Demography; Oncology; Internal medicine; Pathology; Sociology","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":[0.00009779618,0.0001531116,0.0005977657,0.00005916903,0.00006969518,0.00005517895,0.00009179435,0.00008123511,0.0001447514],"category_scores_gemma":[0.0007245076,0.0002120445,0.00005902954,0.0003450086,0.0000836139,0.00004470152,0.00009309034,0.0001312865,0.000005197227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294716,"about_ca_system_score_gemma":0.0003097062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.969069,"about_ca_topic_score_gemma":0.9882427,"domain_scores_codex":[0.9984033,0.00004680667,0.0003771879,0.0003139596,0.0004183054,0.0004404729],"domain_scores_gemma":[0.9978698,0.001547959,0.00008863142,0.0002262909,0.00007946085,0.0001877806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000233243,0.0003127396,0.9475998,0.00008204571,0.000153602,0.001087017,0.00004701196,0.000007293538,0.00001425867,0.00001617334,0.03716968,0.01348705],"study_design_scores_gemma":[0.004845545,0.00009942058,0.9901938,0.0002843236,0.0001345154,0.000005775733,0.0003226256,0.00006576617,0.0001445084,0.00001847074,0.003704696,0.0001805824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927318,0.003581196,4.8556e-7,0.001604058,0.0007782333,0.0003594585,0.0008463626,0.00004168247,0.00005670209],"genre_scores_gemma":[0.9941672,0.004922217,0.00005575349,0.0002230979,0.00005405236,0.00008530715,0.0002124456,0.00003612582,0.0002437913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04259396,"threshold_uncertainty_score":0.8646923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127560015268822,"score_gpt":0.2500071544819734,"score_spread":0.2372511529550912,"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."}}