{"id":"W4383872272","doi":"10.1002/pbc.30556","title":"Children's Oncology Group's 2023 blueprint for research: Soft tissue sarcomas","year":2023,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"National Cancer Institute; National Institutes of Health","keywords":"Blueprint; Medicine; Soft tissue; Oncology; Internal medicine; Pathology","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":[0.006941389,0.001612786,0.001171498,0.002467456,0.001872236,0.005465772,0.002474847,0.01405794,0.07848395],"category_scores_gemma":[0.01379509,0.0006392877,0.001432344,0.00244645,0.001997003,0.003046263,0.003128716,0.01451057,0.0500758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005943624,"about_ca_system_score_gemma":0.02552728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00671615,"about_ca_topic_score_gemma":0.01735694,"domain_scores_codex":[0.9938132,0.0009248213,0.0003364217,0.0007497403,0.002964501,0.001211261],"domain_scores_gemma":[0.9806759,0.002466202,0.0008657599,0.001058456,0.007142898,0.007790688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001957356,0.00001047869,0.0000652021,0.000034957,0.000002994092,0.00001927904,0.000003759339,0.00001519522,0.00004540156,0.0009788219,0.9827206,0.01608376],"study_design_scores_gemma":[0.00004081341,0.00001758632,0.0003211947,0.000163512,0.000004395745,0.0000446348,0.00001076542,0.00001784317,0.00004105391,0.0006137269,0.9987189,0.000005656804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005232358,0.02502641,0.00101038,0.5197038,0.3392821,0.0002471849,0.002732782,0.0005680766,0.1109061],"genre_scores_gemma":[0.006251634,0.05391342,0.005996676,0.348808,0.1996021,0.0006740097,0.006148586,0.0008858764,0.3777198],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07848395,"threshold_uncertainty_score":0.262555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012311673261298,"score_gpt":0.421692434666209,"score_spread":0.3204612673400791,"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."}}