{"id":"W1493229801","doi":"10.1002/pon.1995","title":"Preparation for the end of life in patients with advanced cancer and association with communication with professional caregivers","year":2011,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research; Princess Margaret Cancer Centre; University Health Network","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Logistic regression; Medicine; Palliative care; Quality of life (healthcare); Association (psychology); Multivariate analysis; Cancer; Intervention (counseling); Performance status; Family medicine; Clinical psychology; Psychology; Internal medicine; Psychiatry; Nursing; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001087558,0.0001875997,0.0003009998,0.0004194344,0.0005155978,0.0006390272,0.0002306641,0.0005016426,0.002390986],"category_scores_gemma":[0.01588668,0.000153002,0.0002308602,0.0006525714,0.0003598992,0.0005106258,0.0005527409,0.0007354386,0.0001771997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002872186,"about_ca_system_score_gemma":0.0005305859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121,"about_ca_topic_score_gemma":0.001485703,"domain_scores_codex":[0.9991273,0.000436978,0.0000993398,0.00007191057,0.0001642341,0.0001001651],"domain_scores_gemma":[0.9912315,0.003320486,0.004330208,0.0001050501,0.0002569279,0.0007558126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002029583,0.0001192217,0.992149,0.00006838926,0.00004869861,0.0001477986,0.000730969,0.00007670176,0.00008740715,0.00002059199,0.0002739991,0.00607423],"study_design_scores_gemma":[0.00003356403,0.0002880107,0.9965867,0.00004968983,0.00003273531,0.000698872,0.001579845,0.0002689883,0.00004201333,0.00004967576,0.0003612021,0.00000875686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988353,0.000541789,0.0000307261,0.0002785013,0.000007383116,0.000007041619,0.00003562142,0.000001581744,0.000262047],"genre_scores_gemma":[0.9995932,0.0002072112,0.00004541107,0.0000446304,0.00001203891,0.000007476085,0.00003430057,4.550953e-7,0.00005524595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002390986,"threshold_uncertainty_score":0.007998645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07866240079928741,"score_gpt":0.4323356642224773,"score_spread":0.3536732634231899,"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."}}