{"id":"W2561518745","doi":"10.1016/j.jmir.2016.10.014","title":"Adaptive Radiotherapy for Bladder Cancer—A Systematic Review","year":2016,"lang":"en","type":"review","venue":"Journal of medical imaging and radiation sciences","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Radiation therapy; Adaptive strategies; Medical physics; Computer science; Bladder cancer; Radiation treatment planning; Resource (disambiguation); Medicine; Cancer; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002286254,0.001331277,0.006088605,0.003934151,0.0003596874,0.001541296,0.00163711,0.001437569,0.005022029],"category_scores_gemma":[0.008775441,0.0007521255,0.006350775,0.004146868,0.0005608992,0.001331619,0.001098739,0.001136343,0.0003004313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491095,"about_ca_system_score_gemma":0.003942674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006436083,"about_ca_topic_score_gemma":0.02396371,"domain_scores_codex":[0.9984388,0.0004491397,0.0005994918,0.0002144267,0.0002355906,0.00006255182],"domain_scores_gemma":[0.9962799,0.002426459,0.0008840951,0.00006984133,0.0002736825,0.00006612923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005127609,0.00004293536,0.0005947642,0.8892471,0.01862206,0.0001049635,0.0001183822,0.0002882023,0.0004677133,0.0001491332,0.002454913,0.08739706],"study_design_scores_gemma":[0.001800965,0.001106597,0.00721589,0.6136038,0.3115386,0.001086549,0.0003464987,0.0003033976,0.0005395736,0.0007127447,0.06161013,0.0001352712],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003385729,0.9992433,0.00006824918,0.00005735916,0.00004365898,0.0000556066,0.00009466193,0.0000041014,0.00009447768],"genre_scores_gemma":[0.005958031,0.9930698,0.0003436446,0.000360376,0.00004465388,0.00005938072,0.00008352235,0.00000338151,0.00007702963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006436083,"threshold_uncertainty_score":0.01680034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030267507400832,"score_gpt":0.4165898534904006,"score_spread":0.3863223460895686,"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."}}