{"id":"W2947926317","doi":"10.1200/jco.2019.37.15_suppl.6614","title":"Impact of specialist palliative care delivered over three months prior to death on a colorectal cancer patient’s risk of experiencing aggressive end-of-life care.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Palliative care; End-of-life care; Colorectal cancer; Intensive care unit; Cohort; Retrospective cohort study; Population; Emergency medicine; Rapid response team; Cancer; Logistic regression; Quality of life (healthcare); Cohort study; Emergency department; Cancer registry; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000550317,0.0001883088,0.0001900221,0.000443623,0.0005581668,0.0007119712,0.0005129458,0.0003448818,0.001485237],"category_scores_gemma":[0.004615071,0.0001759632,0.0009456417,0.0007083599,0.0002010153,0.0002724386,0.0006323104,0.00104585,0.000133619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003265973,"about_ca_system_score_gemma":0.003455469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2694473,"about_ca_topic_score_gemma":0.4451851,"domain_scores_codex":[0.9993103,0.0001455347,0.00005679856,0.0001180389,0.0001712429,0.0001981098],"domain_scores_gemma":[0.9970632,0.0003258828,0.001509869,0.00007897263,0.0003200265,0.0007020927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001211382,0.00003341501,0.9973826,0.00002048279,0.00007175645,0.00005191028,0.00004733639,0.0000813744,0.00002293347,0.00001597438,0.00033218,0.001818957],"study_design_scores_gemma":[0.000008724432,0.0000894426,0.99891,0.00002474645,0.0000590178,0.0001308967,0.0002052065,0.000305175,0.0000154755,0.00001487427,0.000231646,0.000004863302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967502,0.000711397,0.00005139262,0.0003718781,0.00002186085,0.00002316566,0.001162188,0.000005592559,0.0009023459],"genre_scores_gemma":[0.9987627,0.0001891481,0.00009083591,0.00007154606,0.00001487921,0.000009839624,0.000658252,0.000001512785,0.0002012484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2694473,"threshold_uncertainty_score":0.5357579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820986467512371,"score_gpt":0.5263835279459649,"score_spread":0.3442848811947278,"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."}}