{"id":"W4229450048","doi":"10.1002/cncr.34239","title":"Critical impact of radiotherapy protocol compliance and quality in the treatment of retroperitoneal sarcomas: Results from the EORTC 62092‐22092 STRASS trial","year":2022,"lang":"en","type":"article","venue":"Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"Stand Up To Cancer; Kom op tegen Kanker; European Organisation for Research and Treatment of Cancer","keywords":"Medicine; Hazard ratio; Radiation therapy; Confidence interval; Quality assurance; Proportional hazards model; Clinical trial; Protocol (science); Cancer; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003284995,0.0001415509,0.000441142,0.00002314614,0.0000835491,0.00001141134,0.0001159245,0.00003216927,0.0002420971],"category_scores_gemma":[0.00007008682,0.00006797034,0.0001667619,0.0001488242,0.0001934189,0.00002483178,0.00001655289,0.0001162236,2.223922e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472601,"about_ca_system_score_gemma":0.0001900818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094075,"about_ca_topic_score_gemma":0.0002945307,"domain_scores_codex":[0.9984095,0.0004026856,0.0004516861,0.0002420133,0.0003266453,0.0001675054],"domain_scores_gemma":[0.998472,0.0008706793,0.0001341922,0.0004324164,0.00004361891,0.00004714396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1446913,0.01009281,0.7575901,0.00008175911,0.0007418487,0.00009081304,0.01039314,0.00006729387,0.002148221,0.0004384979,0.001802397,0.07186183],"study_design_scores_gemma":[0.07394302,0.00605478,0.9123861,0.00008687353,0.00009041296,0.000006526415,0.0006850554,0.00009084916,0.0008363532,0.00007220321,0.005659237,0.00008864141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700001,0.002795972,0.000001468953,0.002461786,0.00007093571,0.02358009,0.0009629561,0.000006440338,0.0001201898],"genre_scores_gemma":[0.958734,0.0002311325,0.00007761302,0.0001612833,0.0001808565,0.04056537,0.0000245827,0.00001130267,0.00001380179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.154796,"threshold_uncertainty_score":0.9956455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497840982328942,"score_gpt":0.4698597739149679,"score_spread":0.3200756756820737,"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."}}