{"id":"W2088876512","doi":"10.1118/1.2405703","title":"Proton therapy is the best radiation treatment modality for prostate cancer","year":2007,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Radiation therapy; Proton therapy; Medicine; Image-guided radiation therapy; Medical physics; Modality (human–computer interaction); Cancer; Prostate; Dosimetry; Treatment modality; Nuclear medicine; Radiology; Oncology; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002528272,0.0003457013,0.001166167,0.0004983558,0.001408715,0.002473644,0.0007518213,0.002856382,0.009792134],"category_scores_gemma":[0.004434485,0.0002506158,0.0007015899,0.0005211011,0.002852222,0.00355071,0.001502031,0.003995062,0.00472341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331438,"about_ca_system_score_gemma":0.001449928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948344,"about_ca_topic_score_gemma":0.002598052,"domain_scores_codex":[0.9985341,0.0004150064,0.00009210724,0.0002858831,0.0005636148,0.0001092089],"domain_scores_gemma":[0.9981108,0.0007135808,0.0002348758,0.0002957806,0.0004278428,0.0002171185],"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":[0.0003830708,0.0001198832,0.00435004,0.001807002,0.0003619777,0.0007994694,0.0004663292,0.0004883953,0.003158705,0.04674067,0.3324295,0.6088949],"study_design_scores_gemma":[0.00007211872,0.000176146,0.00325011,0.0009707982,0.0001138259,0.002425354,0.0003636436,0.0001155376,0.001674948,0.03772916,0.9530485,0.00005990702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005176473,0.4745289,0.006983886,0.4400006,0.01575221,0.00002275792,0.0002481398,0.0002924163,0.05699451],"genre_scores_gemma":[0.2044792,0.4351152,0.01295922,0.2729982,0.02455204,0.00006256463,0.0002749105,0.0003167763,0.04924178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009792134,"threshold_uncertainty_score":0.03275788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949507124209989,"score_gpt":0.3512333808927661,"score_spread":0.3317383096506662,"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."}}