{"id":"W2012759362","doi":"10.1016/j.ijrobp.2005.05.014","title":"Evaluating the influence of setup uncertainties on treatment planning for focal liver tumors","year":2005,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Radiation treatment planning; Medical physics; Radiology; Radiation therapy","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":[0.000391939,0.0001636771,0.0003007367,0.00007840028,0.0000929422,0.00001632785,0.0003562997,0.00006454434,0.0000305809],"category_scores_gemma":[0.00006862507,0.0001120131,0.0002044942,0.00006495577,0.0001517996,0.0002246632,0.00002204543,0.0001953151,0.00000174046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004932599,"about_ca_system_score_gemma":0.0002519745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002393773,"about_ca_topic_score_gemma":7.661812e-7,"domain_scores_codex":[0.9988478,0.0001312545,0.0005410574,0.0001431001,0.0001769585,0.0001597994],"domain_scores_gemma":[0.9974358,0.0008647435,0.001093412,0.0001155802,0.0004533828,0.00003708987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005101317,0.0003722675,0.08115796,0.000003150828,0.0006681154,0.000001612324,0.001827782,0.2691867,0.007730281,0.04861286,0.0002619195,0.5896672],"study_design_scores_gemma":[0.02661232,0.03614432,0.05967887,0.0007316315,0.0006880509,0.0001158279,0.001415711,0.3025983,0.1838812,0.2041613,0.1823165,0.001655966],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769568,0.000211635,0.1211331,0.0008681167,0.0002930617,0.0002796293,0.00007103732,0.0000187535,0.0001678394],"genre_scores_gemma":[0.9753501,0.00005537107,0.02218474,0.0003059713,0.001981683,0.00004005043,0.00002524789,0.00001826689,0.00003853531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5880113,"threshold_uncertainty_score":0.4567761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399708815598521,"score_gpt":0.4035984464776945,"score_spread":0.3636275649178424,"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."}}