{"id":"W4210601243","doi":"10.1016/j.ijrobp.2019.07.024","title":"Short and Simple Palliative Radiation Therapy","year":2022,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Simple (philosophy); Radiation therapy; Medical physics; Palliative care; Intensive care medicine; Radiology; Nursing; Epistemology","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":[0.001949594,0.0005354617,0.0009400329,0.0003590875,0.003575191,0.001343093,0.0009614465,0.02033631,0.009463619],"category_scores_gemma":[0.01008343,0.0003392343,0.00107579,0.0002677757,0.001971714,0.002191637,0.002379513,0.02415173,0.003776145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001967023,"about_ca_system_score_gemma":0.001864295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076956,"about_ca_topic_score_gemma":0.004896611,"domain_scores_codex":[0.9988382,0.0003060049,0.0001308228,0.0001190281,0.0004127056,0.0001931774],"domain_scores_gemma":[0.9962547,0.002097184,0.0002259821,0.000196314,0.0002940193,0.0009317627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001668464,0.000171689,0.002332562,0.0002961193,0.00005045565,0.02985414,0.0004774462,0.0003955604,0.001525928,0.01497414,0.9055683,0.04418685],"study_design_scores_gemma":[0.0001097927,0.0003811923,0.003446775,0.0003402285,0.00003474221,0.04151866,0.0003552774,0.0003370828,0.0002784074,0.02046286,0.9326984,0.00003661336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003830509,0.0105258,0.001314472,0.9053984,0.04616591,0.00004552189,0.00007286209,0.00008739257,0.03255926],"genre_scores_gemma":[0.04024331,0.006128766,0.001513612,0.8010172,0.09807447,0.00007399328,0.0001186842,0.00006552891,0.05276451],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02033631,"threshold_uncertainty_score":0.03165895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09386015176768568,"score_gpt":0.4279818412300276,"score_spread":0.3341216894623419,"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."}}