{"id":"W2983455999","doi":"10.7759/cureus.6153","title":"Patterns of Practice Survey: Radiotherapy for Soft Tissue Sarcoma of the Extremities","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Princess Margaret Cancer Centre; Canadian Association of Nurses in Oncology; University of British Columbia","funders":"Connective Tissue Oncology Society","keywords":"Medicine; Contouring; Soft tissue sarcoma; Sarcoma; Radiation therapy; Quality assurance; Radiation treatment planning; Synovial sarcoma; Soft tissue; Grading (engineering); Adjuvant radiotherapy; Radiology; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001490469,0.0001139057,0.000170317,0.001643619,0.0003010078,0.0004883306,0.0004056177,0.0004621346,0.001880719],"category_scores_gemma":[0.004737675,0.0001672805,0.0002665112,0.002758454,0.0002257422,0.0006038239,0.0007088171,0.0002911171,0.0006574701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009344531,"about_ca_system_score_gemma":0.00106805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01181646,"about_ca_topic_score_gemma":0.01659762,"domain_scores_codex":[0.9985151,0.000350566,0.0003703167,0.0001681187,0.0004128637,0.000182961],"domain_scores_gemma":[0.9914384,0.00140822,0.004430512,0.0002022763,0.001594377,0.0009262153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001757634,0.00002749205,0.993264,0.00008534791,0.00001155035,0.00005469731,0.0007477255,0.0000470444,0.0001819783,0.00002047789,0.0007499125,0.004792285],"study_design_scores_gemma":[0.000003026313,0.00006789638,0.9961609,0.00004307573,0.000004423955,0.0002610281,0.001666665,0.0001264473,0.00006593695,0.00001176388,0.001585483,0.000003394641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926904,0.0004775961,0.0002191021,0.0006090361,0.000008241254,0.0001250033,0.003996789,0.00001510775,0.001858747],"genre_scores_gemma":[0.9946041,0.0006840531,0.0009400367,0.0003637229,0.00001748265,0.0002261601,0.002446997,0.000008644198,0.000708912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01181646,"threshold_uncertainty_score":0.02349532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03055490601323849,"score_gpt":0.3232725027123852,"score_spread":0.2927175966991467,"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."}}