{"id":"W4317951710","doi":"10.1097/spc.0000000000000639","title":"A shift from simple to sophisticated: using intensity-modulated radiation therapy in conventional nonstereotactic palliative radiotherapy","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Radiation therapy; Palliative care; Medical physics; Pelvis; Randomized controlled trial; Radiobiology; Radiology; Surgery","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":[0.00173054,0.0005906131,0.002003493,0.002982085,0.0001819458,0.001414042,0.001075023,0.001046497,0.002686962],"category_scores_gemma":[0.003891113,0.0002635093,0.001182713,0.003157543,0.0006704141,0.001617816,0.0006460521,0.001407238,0.0006809228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008914992,"about_ca_system_score_gemma":0.002148485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478139,"about_ca_topic_score_gemma":0.002755507,"domain_scores_codex":[0.999108,0.000272825,0.0002311321,0.00010946,0.0002461536,0.00003230249],"domain_scores_gemma":[0.9978747,0.001443682,0.0003240303,0.00003834307,0.0002833502,0.00003586413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001000253,0.00003036613,0.0002379671,0.1646426,0.0004899182,0.0001132508,0.0001235795,0.0003053336,0.0004763777,0.003489555,0.01475068,0.8152404],"study_design_scores_gemma":[0.00008030855,0.0002324627,0.002890851,0.1749378,0.002123793,0.002326107,0.0002282095,0.0001921022,0.0005061696,0.002534645,0.8139079,0.00003959284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005759198,0.9993706,0.00004275389,0.000172813,0.0001194426,0.000004560298,0.000006724493,0.000001632801,0.0002239012],"genre_scores_gemma":[0.0005994058,0.9989022,0.0001094725,0.0002176868,0.00009289743,0.000005528181,0.000008315165,0.000001020142,0.00006341746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002982085,"threshold_uncertainty_score":0.009152114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2665623316696724,"score_gpt":0.4754105475954755,"score_spread":0.2088482159258032,"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."}}