{"id":"W4280568057","doi":"10.1002/cncr.34264","title":"First‐line chemotherapy in advanced intra‐abdominal well‐differentiated/dedifferentiated liposarcoma: An EORTC Soft Tissue and Bone Sarcoma Group retrospective analysis","year":2022,"lang":"en","type":"article","venue":"Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"Bavarian Nordic; PharmaMar; Springworks Therapeutics; Astex Pharmaceuticals; Amgen; Pfizer; Daiichi Sankyo Europe; Eli Lilly and Company; GlaxoSmithKline","keywords":"Medicine; Ifosfamide; Anthracycline; Dacarbazine; Internal medicine; Chemotherapy; Vincristine; Cyclophosphamide; Soft tissue sarcoma; Liposarcoma; Eribulin; Oncology; Surgery; Interquartile range; Trabectedin; Sarcoma; Univariate analysis; Chemotherapy regimen; Doxorubicin; Cancer; Breast cancer; Soft tissue; Metastatic breast cancer; Pathology; Multivariate analysis; Cisplatin","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":[0.001412082,0.0001937243,0.0006840951,0.001381323,0.0002169067,0.0004462381,0.000252749,0.0002704699,0.001444712],"category_scores_gemma":[0.002389786,0.0002390312,0.0008284852,0.001775851,0.0002374656,0.0002271282,0.0002987484,0.0002599962,0.0003117866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000394397,"about_ca_system_score_gemma":0.0005819572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285766,"about_ca_topic_score_gemma":0.001939239,"domain_scores_codex":[0.9987526,0.0004115291,0.0002888759,0.000250411,0.0002065342,0.00009002235],"domain_scores_gemma":[0.9964966,0.001072287,0.001494256,0.0003375494,0.0003801249,0.0002191173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007297283,0.000136732,0.9744397,0.000730898,0.001343365,0.0005595383,0.0001148521,0.0001942732,0.001764697,0.0000590307,0.0007266272,0.01263289],"study_design_scores_gemma":[0.000910556,0.001962892,0.9879418,0.0002125936,0.002104314,0.002121067,0.0001404432,0.0002960507,0.001041641,0.00004572971,0.00320756,0.00001531295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844801,0.01082776,0.0004560797,0.00004871307,0.000009904942,0.0002786755,0.003056998,0.000009115145,0.0008327783],"genre_scores_gemma":[0.994019,0.002192635,0.00031343,0.00008136415,0.00002467971,0.0001943109,0.002972909,0.000006318509,0.000195321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001444712,"threshold_uncertainty_score":0.007467866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089399872353708,"score_gpt":0.28166868096529,"score_spread":0.2707746822417529,"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."}}