{"id":"W3132243751","doi":"10.3390/cancers13040886","title":"Unmet Medical Needs and Future Perspectives for Leiomyosarcoma Patients—A Position Paper from the National LeioMyoSarcoma Foundation (NLMSF) and Sarcoma Patients EuroNet (SPAEN)","year":2021,"lang":"en","type":"review","venue":"Cancers","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Leiomyosarcoma; Medicine; Sarcoma; Cornerstone; Disease; Clinical trial; Foundation (evidence); Intensive care medicine; Surgery; Internal medicine; Political science; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002093058,0.0005731015,0.001314516,0.0001963382,0.0003283103,0.0001261381,0.0001685612,0.0004029224,0.000395721],"category_scores_gemma":[0.0002490671,0.0003916529,0.0003634334,0.0003831434,0.0002450485,0.000195838,0.0001284719,0.000398658,0.000008605885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748924,"about_ca_system_score_gemma":0.001147538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001968737,"about_ca_topic_score_gemma":0.00007623988,"domain_scores_codex":[0.9972323,0.0001955474,0.0005809161,0.0007603575,0.0008776782,0.0003532035],"domain_scores_gemma":[0.9977828,0.0007836412,0.0003369766,0.0002995034,0.0005130404,0.0002839915],"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":[0.00006990639,0.0003560847,0.007093387,0.0009860317,0.001162914,0.0000126833,0.0006134763,9.314344e-8,2.695067e-7,0.001266047,0.01082271,0.9776164],"study_design_scores_gemma":[0.003685147,0.0003549795,0.04117265,0.002348128,0.002759089,0.00003884625,0.0005119295,0.00001027347,8.297949e-7,0.0001266238,0.9485955,0.0003959982],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005707101,0.9870138,0.000009924423,0.003261683,0.000497364,0.002205373,0.001006752,0.00003811832,0.0002599421],"genre_scores_gemma":[0.003107669,0.9847267,0.000302076,0.001932454,0.00148935,0.0007837267,0.007511626,0.00009432134,0.00005211971],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9772204,"threshold_uncertainty_score":0.9998536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272286464893796,"score_gpt":0.3232160434032202,"score_spread":0.2959873969138406,"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."}}