{"id":"W2565383729","doi":"10.1182/blood.v118.21.2617.2617","title":"Merging of Children's Oncology Group and Pediatric Health Information Systems Data to Determine Resource Utilization and Treatment Costs on AAML0531: A Report From the Children's Oncology Group","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cog; Clinical trial; Chemotherapy regimen; Cost database; Oncology; Randomized controlled trial; Activity-based costing; Cancer; Internal medicine; Pediatrics; Database","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":[0.02125707,0.0008159913,0.001170774,0.005776809,0.0005863816,0.00196756,0.001445328,0.0006820503,0.001164409],"category_scores_gemma":[0.04787847,0.0007108418,0.00184084,0.0163118,0.0005719643,0.001461745,0.002049042,0.001133961,0.0002992855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005481587,"about_ca_system_score_gemma":0.005706651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0593232,"about_ca_topic_score_gemma":0.04634823,"domain_scores_codex":[0.9743532,0.01029237,0.003061612,0.001587772,0.009686518,0.001018481],"domain_scores_gemma":[0.9329867,0.02809711,0.02148807,0.004594057,0.01059095,0.002243122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005062342,0.00008068528,0.9757867,0.0001335363,0.0007861266,0.00003911129,0.0001792433,0.001971452,0.0001257835,0.0002275378,0.006317599,0.013846],"study_design_scores_gemma":[0.0001461349,0.0001795211,0.9883835,0.0001207851,0.0002746509,0.00008435454,0.0002167025,0.003516058,0.0005456083,0.00007489123,0.00642878,0.00002907607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8797368,0.003288259,0.00271591,0.002832118,0.00006207786,0.001245714,0.1042757,0.0001475561,0.005695827],"genre_scores_gemma":[0.8935367,0.001540273,0.008281176,0.0006259498,0.0001077963,0.001341473,0.09401529,0.00009182801,0.0004593888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0593232,"threshold_uncertainty_score":0.1179558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124317810806705,"score_gpt":0.3683369584138316,"score_spread":0.2440191476071266,"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."}}