{"id":"W4404147037","doi":"10.3390/cancers16223757","title":"Perioperative Observations and Outcome in Surgical Treatment of Malignant Peripheral Nerve Sheath Tumors","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Brandenburger Staatsministerium für Wissenschaft, Forschung und Kultur; Ministerium für Wissenschaft, Forschung und Kunst Baden-Württemberg","keywords":"Medicine; Perioperative; Peripheral nerve; Surgery; Peripheral; Malignant peripheral nerve sheath tumor; Pathology; Internal medicine; Anatomy; Immunohistochemistry","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":[0.0004104807,0.0001618363,0.0002140702,0.0004835346,0.000339891,0.0004042862,0.0001863696,0.0002716458,0.0008894852],"category_scores_gemma":[0.002358244,0.000137633,0.0002917055,0.0004400208,0.0002641122,0.0002691941,0.0002596111,0.0003873374,0.0001871473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260847,"about_ca_system_score_gemma":0.0002473161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007869566,"about_ca_topic_score_gemma":0.000806409,"domain_scores_codex":[0.9996328,0.00008935799,0.00007201319,0.00005488233,0.00007226416,0.00007869594],"domain_scores_gemma":[0.9979091,0.0003295486,0.00123149,0.00007506007,0.0001438363,0.0003110056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001294859,0.00002365525,0.9981619,0.000008846794,0.00001884413,0.0003685649,0.0000366452,0.0000259403,0.0001602543,0.00000648648,0.00003291217,0.001026502],"study_design_scores_gemma":[0.000004013446,0.0002745819,0.9960988,0.000006322413,0.00002860892,0.00290898,0.0001889088,0.00009201237,0.0001717447,0.00001554792,0.0002053975,0.000005078656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992052,0.0003668306,0.00007786418,0.00001484816,0.00000782982,0.000002894129,0.00009976929,0.000002080166,0.0002227648],"genre_scores_gemma":[0.9995645,0.0001521156,0.00004273976,0.000008070527,0.00001548776,0.000004571146,0.0001665719,0.000001044894,0.00004493143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008894852,"threshold_uncertainty_score":0.002975583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0587555843079855,"score_gpt":0.3190077917843116,"score_spread":0.2602522074763261,"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."}}