{"id":"W4394770467","doi":"10.1016/j.ijrobp.2024.03.005","title":"Diagnostic CT-Enabled Planning (DART): Results of a Randomized Trial in Palliative Radiation Therapy","year":2024,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"Ontario Institute for Cancer Research","keywords":"Medicine; Interquartile range; Randomized controlled trial; Clinical endpoint; Radiation treatment planning; Radiation therapy; Radiology; Nuclear medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005931286,0.001274033,0.001524079,0.0004141931,0.0003566938,0.001005497,0.000813169,0.001455141,0.006290194],"category_scores_gemma":[0.00951985,0.0004489648,0.002141793,0.0004277489,0.00134046,0.001168812,0.000664655,0.00211772,0.0006089604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009215311,"about_ca_system_score_gemma":0.001142153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000519669,"about_ca_topic_score_gemma":0.0006207036,"domain_scores_codex":[0.9960334,0.003037201,0.0002023071,0.0003061256,0.0002049516,0.0002160942],"domain_scores_gemma":[0.9949872,0.002658138,0.001074306,0.0004597754,0.0001951465,0.0006254712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9797834,0.007144848,0.0006261771,0.0003233875,0.0005278622,0.00002228932,0.00004046307,0.000416025,0.0006453902,0.0001240533,0.0002946294,0.01005151],"study_design_scores_gemma":[0.8749061,0.1209231,0.001629637,0.00004814469,0.0005714376,0.00002525233,0.00002828005,0.0007709055,0.0003020595,0.0002750574,0.0005058735,0.00001418707],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857295,0.002779771,0.001245705,0.0008642907,0.0008733848,0.006028005,0.000462543,0.00007565117,0.00194113],"genre_scores_gemma":[0.9874078,0.00113175,0.002600371,0.0005991755,0.0006321394,0.005618059,0.0004701886,0.00002137591,0.001519185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006290194,"threshold_uncertainty_score":0.03136802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367566888795248,"score_gpt":0.3753286151927389,"score_spread":0.3416529463047864,"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."}}