{"id":"W2771825983","doi":"10.1016/j.surg.2017.10.027","title":"Pediatric-protocol of multimodal therapy is associated with improved survival in AYAs and adults with rhabdomyosarcoma","year":2017,"lang":"en","type":"article","venue":"Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Multimodal therapy; Rhabdomyosarcoma; Protocol (science); Young adult; Pediatrics; Surgery; Sarcoma; Gerontology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003475648,0.0001732981,0.0002426882,0.0001800907,0.0002893506,0.0003276405,0.0002311372,0.0002105228,0.004019761],"category_scores_gemma":[0.0009942031,0.00005711309,0.000305972,0.0002857219,0.0001802611,0.0004227319,0.0004350432,0.0004550814,0.0003811809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005189298,"about_ca_system_score_gemma":0.001023015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523734,"about_ca_topic_score_gemma":0.004589324,"domain_scores_codex":[0.9998696,0.00004312891,0.00001335787,0.00002334193,0.00001670478,0.00003383445],"domain_scores_gemma":[0.9995772,0.00005518462,0.0001522152,0.00002441588,0.00005603933,0.0001350066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008338783,0.001402101,0.7298774,0.0004882529,0.0004115852,0.001413865,0.0004780723,0.001690842,0.01137081,0.001649553,0.009127783,0.233751],"study_design_scores_gemma":[0.000452309,0.004781616,0.9566051,0.0003006687,0.0003680832,0.004955234,0.0009420401,0.0008416265,0.00182408,0.00130215,0.02759843,0.00002860947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865737,0.003928756,0.001024434,0.0006757867,0.000097469,0.0001043965,0.0007965406,0.00004364112,0.006755271],"genre_scores_gemma":[0.9924344,0.002093728,0.001706026,0.000437839,0.00005748897,0.0001671495,0.001690879,0.00001595699,0.001396531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004019761,"threshold_uncertainty_score":0.01344746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554191724508554,"score_gpt":0.2864376377211151,"score_spread":0.2608957204760295,"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."}}