{"id":"W1977575429","doi":"10.1002/cncr.23909","title":"Impact of opening an acute palliative care unit on administrative outcomes for a general oncology ward","year":2008,"lang":"en","type":"article","venue":"Cancer","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Palliative care; Demographics; Psychological intervention; Emergency medicine; Internal medicine; Demography; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.00004047411,0.0001610303,0.000599438,0.00006973192,0.00004833855,0.000001913679,0.0000875991,0.00009605071,0.0001045593],"category_scores_gemma":[0.00009290707,0.0001147045,0.0002077913,0.0001073455,0.0001314461,0.00005699259,0.00001572514,0.0001112611,0.00000188757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994284,"about_ca_system_score_gemma":0.0008618289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004182975,"about_ca_topic_score_gemma":0.000145892,"domain_scores_codex":[0.9991847,0.00004030888,0.0002333879,0.0001991136,0.000144755,0.0001976895],"domain_scores_gemma":[0.9989342,0.0001591052,0.0001732795,0.0001753688,0.0004355395,0.0001225105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001797289,0.0001346545,0.9572117,0.00007866059,0.000981532,0.00005984819,0.03070785,0.00008754586,0.003638273,0.0001778507,0.000981934,0.004142823],"study_design_scores_gemma":[0.00629772,0.01462523,0.9052426,0.0005423506,0.0004374372,0.000005775178,0.005652062,0.0001172395,0.05586126,0.00004894435,0.01089074,0.0002786114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957212,0.0008270713,0.0001063665,0.0001827377,0.0001207826,0.0004259355,0.0004895435,0.00001452014,0.002111865],"genre_scores_gemma":[0.9946294,0.0006775802,0.003323509,0.0002658142,0.0001578894,0.000110635,0.0001140036,0.00001990362,0.0007012018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05222299,"threshold_uncertainty_score":0.4677513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4491292294976353,"score_gpt":0.5907116977492544,"score_spread":0.1415824682516191,"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."}}