{"id":"W4391070051","doi":"10.1016/j.soc.2023.12.018","title":"Precision Oncology in Soft Tissue Sarcomas and Gastrointestinal Stromal Tumors","year":2024,"lang":"en","type":"article","venue":"Surgical Oncology Clinics of North America","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; Princess Margaret Cancer Centre; Mount Sinai Hospital","funders":"National Cancer Institute; Institut National Du Cancer; Exelixis","keywords":"GiST; Medicine; Malignancy; Stromal tumor; Mesenchymal stem cell; Stromal cell; Imatinib; Soft tissue; Pathology; Imatinib mesylate; Oncology; Cancer research; Internal medicine","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":[0.0009558608,0.0002562069,0.0003406498,0.001599681,0.0007388126,0.00138152,0.000318302,0.0006245385,0.003338647],"category_scores_gemma":[0.003329141,0.0002119242,0.0002891363,0.001397388,0.001368635,0.0009117628,0.001192893,0.000931166,0.0003856119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669117,"about_ca_system_score_gemma":0.002245686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600394,"about_ca_topic_score_gemma":0.008052087,"domain_scores_codex":[0.9993287,0.0002024373,0.00005283759,0.00008097958,0.0002449363,0.00009006355],"domain_scores_gemma":[0.9983922,0.000626396,0.0005066079,0.00006949205,0.0002458785,0.0001593188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003429145,0.0001163134,0.07414995,0.001668771,0.0001174056,0.004129843,0.0007887264,0.002745829,0.01036738,0.04754095,0.03566699,0.822365],"study_design_scores_gemma":[0.0002143245,0.00130414,0.2271444,0.002931514,0.0003039471,0.08919489,0.00290501,0.005871647,0.01545418,0.06916911,0.5853767,0.0001300079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1609112,0.6488957,0.01529925,0.03166017,0.003023318,0.000107757,0.0003215327,0.0004387954,0.1393423],"genre_scores_gemma":[0.8464442,0.1274312,0.01202105,0.004546245,0.002439836,0.00005960518,0.0001994593,0.00005199278,0.006806356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003600394,"threshold_uncertainty_score":0.01211041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643991899184022,"score_gpt":0.3690327412976897,"score_spread":0.3425928223058495,"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."}}