{"id":"W1988218806","doi":"10.1002/cncr.24002","title":"Mental health, treatment preferences, advance care planning, location, and quality of death in advanced cancer patients with dependent children","year":2008,"lang":"en","type":"article","venue":"Cancer","topic":"Family Support in Illness","field":"Social Sciences","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; National Cancer Institute; Dana-Farber Cancer Institute; National Institute of Mental Health; Yale University","keywords":"Medicine; Cancer; Confidence interval; Quality of life (healthcare); Odds ratio; Mental health; Palliative care; Advance care planning; Anxiety; Prospective cohort study; Panic disorder; Psychiatry; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006584621,0.0001889934,0.0002679108,0.0006292429,0.0004598432,0.000704954,0.0002505379,0.0002702745,0.002008792],"category_scores_gemma":[0.003754024,0.0001531348,0.000561338,0.0008642993,0.0003100623,0.0004059564,0.0005694814,0.0007949239,0.00009738676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004638165,"about_ca_system_score_gemma":0.000350713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007250789,"about_ca_topic_score_gemma":0.009442973,"domain_scores_codex":[0.9996432,0.000127699,0.00004308236,0.00004541624,0.00006973297,0.00007081713],"domain_scores_gemma":[0.9974725,0.0005069163,0.001456456,0.00006309665,0.0001154544,0.000385511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004262782,0.0000245678,0.9991592,0.000006295109,0.00003384803,0.00002897855,0.00006137686,0.00002150234,0.00002006319,0.000006305311,0.00004475087,0.000550459],"study_design_scores_gemma":[0.000007008201,0.00007826603,0.9990828,0.00001039114,0.00002211989,0.0002112129,0.0003840749,0.00008856921,0.00001986544,0.0000141311,0.00007883588,0.000002698966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994372,0.0001655203,0.00001291995,0.00004784214,0.000002466377,0.000003766257,0.0001709301,4.743105e-7,0.000158978],"genre_scores_gemma":[0.9996568,0.00008643489,0.00002883534,0.00001985056,0.000003234748,0.000003495962,0.0001683379,3.319968e-7,0.00003264102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007250789,"threshold_uncertainty_score":0.01441717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03713298419846654,"score_gpt":0.353828026398428,"score_spread":0.3166950421999614,"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."}}