{"id":"W2001297297","doi":"10.1002/pbc.22649","title":"A radiotherapy planning study of RapidArc, intensity modulated radiotherapy, three‐dimensional conformal radiotherapy, and parallel opposed beams in the treatment of pediatric retroperitoneal tumors","year":2010,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Radiation therapy; Radiology; Radiation treatment planning; Medical physics","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":[0.001930946,0.0004432259,0.0002713333,0.0002871189,0.0001409106,0.0002336294,0.0005313331,0.0001777506,0.00180956],"category_scores_gemma":[0.003119857,0.0003303316,0.0004337686,0.0003770727,0.0003426794,0.0002319928,0.0002275759,0.0004165965,0.0001573636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005613824,"about_ca_system_score_gemma":0.000605946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718864,"about_ca_topic_score_gemma":0.002127326,"domain_scores_codex":[0.9990829,0.0005975768,0.00002707744,0.00007565611,0.0001867914,0.00003005509],"domain_scores_gemma":[0.9988278,0.0007897809,0.0001946925,0.00007869791,0.00005983813,0.00004916258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02065887,0.004221584,0.1036387,0.001241101,0.0007323253,0.0008778195,0.001497467,0.1463067,0.0463185,0.001969911,0.001537915,0.6709991],"study_design_scores_gemma":[0.02447284,0.2229785,0.4291494,0.0003484527,0.002075649,0.01058973,0.0009322418,0.1723958,0.1057122,0.003795683,0.02729025,0.0002592138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815851,0.002588222,0.01296912,0.00009532675,0.00002402655,0.0003272612,0.00009965169,0.00008476548,0.002226601],"genre_scores_gemma":[0.983467,0.0005307539,0.01509221,0.0000513412,0.00002502385,0.0002054645,0.0001279268,0.00004212721,0.0004581423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001930946,"threshold_uncertainty_score":0.01021194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402905560900839,"score_gpt":0.2831322868620859,"score_spread":0.2691032312530774,"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."}}