{"id":"W2998053810","doi":"10.21873/invivo.11766","title":"Low-grade Fibromyxoid Sarcoma: Treatment Outcomes and Efficacy of Chemotherapy","year":2019,"lang":"en","type":"article","venue":"In Vivo","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"National Institute for Health and Care Research; Royal Marsden NHS Foundation Trust","keywords":"Medicine; Sarcoma; Chemotherapy; Radiation therapy; Surgery; Overall survival; Retrospective cohort study; Systemic therapy; Oncology; Internal medicine; Pathology; Cancer","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":[0.00003555582,0.0001345036,0.0003943475,0.0000799749,0.000009385371,0.000004960749,0.00003181579,0.00004868349,0.0002578443],"category_scores_gemma":[0.000009324423,0.00009044177,0.0000907007,0.00007785593,0.00003105674,0.00002324518,0.00001196718,0.00003517562,0.00002360323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000077185,"about_ca_system_score_gemma":0.00002299181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002663127,"about_ca_topic_score_gemma":0.00002026707,"domain_scores_codex":[0.9993497,0.00001495642,0.0001857495,0.0001887812,0.0001156322,0.000145167],"domain_scores_gemma":[0.9994546,0.0001757963,0.0000442471,0.0002565488,0.00001124128,0.00005754274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009911229,0.002156581,0.9826862,0.00004128565,0.0001108113,0.00003588838,0.0003490603,0.000001197564,0.00374656,0.00009767314,0.00008821258,0.01058742],"study_design_scores_gemma":[0.01139356,0.0006500059,0.9228854,0.0001151535,0.00003992102,0.00001435464,0.00005147443,0.00001654975,0.06321859,0.00004097918,0.001499895,0.00007409401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964372,0.000832597,4.100314e-7,0.001160559,0.00005300926,0.0005269617,0.000006863754,0.0000172734,0.0009651401],"genre_scores_gemma":[0.9986058,0.0003429571,0.0003078244,0.0001721318,0.00001698552,0.00002531812,0.000003773079,0.00001528243,0.0005098673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05980077,"threshold_uncertainty_score":0.3688108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158093757600958,"score_gpt":0.2904469821157763,"score_spread":0.2746376063556805,"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."}}