{"id":"W4311584839","doi":"10.1186/s12904-022-01115-y","title":"DART: diagnostic-CT-enabled planning: a randomized trial in palliative radiation therapy (study protocol)","year":2022,"lang":"en","type":"article","venue":"BMC Palliative Care","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Ontario Institute for Cancer Research","keywords":"Medicine; Radiation treatment planning; Randomized controlled trial; Radiation therapy; Clinical endpoint; Radiology; Palliative care; Medical physics; Surgery; Nursing","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":[0.0119314,0.004014388,0.004042612,0.0008792158,0.001035336,0.00183819,0.001913371,0.004286646,0.04369678],"category_scores_gemma":[0.0160495,0.001285342,0.002085708,0.001090451,0.002048513,0.00164452,0.001172008,0.00453673,0.006904152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513069,"about_ca_system_score_gemma":0.004573359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000701158,"about_ca_topic_score_gemma":0.001299588,"domain_scores_codex":[0.9915094,0.006193326,0.0004837992,0.0006396347,0.0004868103,0.0006869186],"domain_scores_gemma":[0.9929655,0.002865363,0.001620622,0.0008163191,0.0006930531,0.001039147],"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":[0.9807879,0.005129634,0.0003005862,0.001361231,0.0004156397,0.00005682094,0.00007161015,0.0005351154,0.0007220845,0.0005236213,0.004364816,0.005731033],"study_design_scores_gemma":[0.9669376,0.02603526,0.0007239865,0.0001456244,0.0001873739,0.00002497737,0.0000196948,0.0006732249,0.000255424,0.0005527305,0.004424012,0.00002006682],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0637735,0.001103514,0.003639151,0.001489321,0.00175904,0.9146754,0.006583665,0.0005166139,0.006459765],"genre_scores_gemma":[0.0464605,0.0003686112,0.00525876,0.00115736,0.0002542825,0.9413776,0.00114117,0.00003768241,0.003943976],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04369678,"threshold_uncertainty_score":0.1461803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06505584446543541,"score_gpt":0.3827458325589402,"score_spread":0.3176899880935048,"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."}}