{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007524819,0.0002312769,0.0004832959,0.000483805,0.0002329983,0.00002829475,0.0001942101,0.0001972551,0.0004019484],"category_scores_gemma":[0.0002627126,0.0001974218,0.0001820747,0.00123949,0.00008314405,0.00005008137,0.0001778531,0.0003573135,0.0005951308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147172,"about_ca_system_score_gemma":0.0004001207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082722,"about_ca_topic_score_gemma":0.0003105839,"domain_scores_codex":[0.9974687,0.00009607551,0.0003566104,0.0006445395,0.0005414628,0.0008926857],"domain_scores_gemma":[0.9980373,0.000851299,0.00009308759,0.0004661453,0.0002251501,0.000326976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002084544,0.001915715,0.7398437,0.0002447419,0.0004898133,0.0003369483,0.0002746602,0.00001568935,0.0002766734,0.0005299453,0.1173913,0.1384724],"study_design_scores_gemma":[0.008065966,0.001874087,0.8152845,0.00005638387,0.001651236,0.00007918559,0.0001207336,0.00004782417,0.001593053,0.0009742559,0.1699004,0.0003523703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618011,0.02405976,0.00002328046,0.009513295,0.0007505864,0.002325995,0.0002065927,0.0002883371,0.001031087],"genre_scores_gemma":[0.9693707,0.01681071,0.0007937794,0.0004945121,0.006632383,0.003798865,0.0002115114,0.00009225975,0.001795337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.13812,"threshold_uncertainty_score":0.8050629,"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."}}