{"id":"W4393373808","doi":"10.1371/journal.pone.0301426","title":"Advance care planning as perceived by marginalized populations: Willing to engage and facing obstacles","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Rita and Alex Hillman Foundation; Hillman Foundation","keywords":"Advance care planning; Pacific islanders; Ethnic group; Health equity; Equity (law); Medicine; Health care; Qualitative research; Nursing; Psychology; Gerontology; Palliative care; Family medicine; Population; Sociology; Public health; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003231457,0.000332052,0.0004791084,0.0006998379,0.00420544,0.003708509,0.0008190789,0.0009563025,0.003452451],"category_scores_gemma":[0.01194763,0.0002715476,0.000433647,0.0006358845,0.006218077,0.002505364,0.00568944,0.002610067,0.0001824384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180159,"about_ca_system_score_gemma":0.003612613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006104322,"about_ca_topic_score_gemma":0.0071518,"domain_scores_codex":[0.9967238,0.001992129,0.0001205822,0.0001422059,0.0003234159,0.0006978784],"domain_scores_gemma":[0.993881,0.002838872,0.001127523,0.0001741818,0.0003927457,0.001585569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008313089,0.00007134301,0.04025142,0.0002048931,0.00002984555,0.00149719,0.9448243,0.00007277205,0.0005122627,0.00204911,0.001366741,0.009037035],"study_design_scores_gemma":[0.000008169583,0.00007152977,0.01197335,0.0001421768,0.00001432645,0.000847087,0.9807247,0.00006066294,0.00007382697,0.0009159823,0.005148611,0.00001967515],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871056,0.00100742,0.0004879751,0.004737178,0.0000555412,0.00004036487,0.00004858191,0.00000863286,0.006508655],"genre_scores_gemma":[0.9988117,0.0003036393,0.0001239497,0.0004970495,0.00001057771,0.00001998963,0.00001365822,0.000002724173,0.000216672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006104322,"threshold_uncertainty_score":0.01708972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2250830981464411,"score_gpt":0.4135714960569385,"score_spread":0.1884883979104974,"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."}}