{"id":"W4315865103","doi":"10.3390/curroncol30010084","title":"A Planned Multidisciplinary Surgical Approach to Treat Primary Pelvic Malignancies","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pelvis; Orthopedic surgery; Subspecialty; Hemipelvectomy; Surgery; Multidisciplinary approach; General surgery; Soft tissue","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005857311,0.0003693637,0.0001789054,0.0007296202,0.0007337602,0.0003171509,0.0003096528,0.0002480659,0.002910324],"category_scores_gemma":[0.0007789013,0.0001422794,0.0004620117,0.0002593955,0.0002798906,0.0002617223,0.001391251,0.0004016462,0.0005387248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248936,"about_ca_system_score_gemma":0.001018319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001960484,"about_ca_topic_score_gemma":0.001141934,"domain_scores_codex":[0.9996105,0.0001569776,0.00004258578,0.00006105089,0.00007423543,0.00005472744],"domain_scores_gemma":[0.999527,0.00007960992,0.0001090364,0.00003470789,0.00005549364,0.0001941636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007666289,0.001892937,0.2638621,0.001314249,0.0004008634,0.01885399,0.002549427,0.005530116,0.06310578,0.001678268,0.006038636,0.6340072],"study_design_scores_gemma":[0.0004867355,0.01198061,0.6327386,0.001872252,0.000457495,0.2263432,0.006318274,0.008875695,0.01902714,0.005844669,0.08585106,0.0002042668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8524398,0.009313409,0.1193485,0.001165553,0.0003299794,0.001614694,0.0002181877,0.0002040827,0.01536582],"genre_scores_gemma":[0.8938453,0.005049495,0.0954117,0.0007634537,0.0003321671,0.0009197657,0.0002865524,0.00003419334,0.003357516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002910324,"threshold_uncertainty_score":0.009736001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1356446006707777,"score_gpt":0.4037296889464017,"score_spread":0.2680850882756241,"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."}}