{"id":"W4281691630","doi":"10.1016/j.jemep.2022.100778","title":"Decision-making around end-of-life care in brain cancer patients: A scoping review","year":2022,"lang":"en","type":"review","venue":"Ethics Medicine and Public Health","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Western University","funders":"","keywords":"Medicine; Population; Cognition; Disease; Oncology; Internal medicine; Psychiatry; Environmental health","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005816706,0.0004701734,0.004937646,0.0008161626,0.0001470791,0.000008658277,0.0002731294,0.0004097961,0.0007793073],"category_scores_gemma":[0.03353072,0.0003486681,0.0002643433,0.001541955,0.0003119319,0.00009401191,0.0001910745,0.002547225,0.000001340146],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006637492,"about_ca_system_score_gemma":0.01867147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909042,"about_ca_topic_score_gemma":0.001488713,"domain_scores_codex":[0.9934801,0.001409921,0.002557551,0.0006208112,0.001362264,0.0005692851],"domain_scores_gemma":[0.9857787,0.01102508,0.001619385,0.000540707,0.0005068353,0.000529255],"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":[0.000008233976,0.00004317217,0.0007421474,0.372021,0.00005788181,0.000006962016,0.005744116,5.442298e-8,1.895298e-9,0.00009039231,0.002126224,0.6191598],"study_design_scores_gemma":[0.0004895459,0.0003611959,0.00001382187,0.4826756,0.0001189606,0.000003787841,0.001415121,5.217756e-7,3.130883e-9,0.00001507184,0.5147896,0.0001168164],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002532869,0.9810902,0.00004868788,0.01490963,0.0006709291,0.002388555,0.0001141262,0.00002142905,0.0007310917],"genre_scores_gemma":[0.00004188576,0.9763333,0.0003332375,0.02214578,0.0003494172,0.0002203126,0.000501561,0.00005922856,0.00001531396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6190429,"threshold_uncertainty_score":0.9998965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4835385417596912,"score_gpt":0.59322537143534,"score_spread":0.1096868296756489,"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."}}