{"id":"W4405059748","doi":"10.1136/spcare-2024-005179","title":"Proxy medical decision-making: national survey","year":2024,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Medical Research Council","keywords":"Proxy (statistics); Gerontology; Population; Medicine; Cohort; Activities of daily living; Ethnic group; Psychology; Environmental health; Psychiatry","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":[0.002599324,0.0002732541,0.0003462536,0.001061195,0.0005099217,0.0007334561,0.0005266723,0.0005993293,0.003596831],"category_scores_gemma":[0.006414424,0.000414128,0.0006129111,0.001753674,0.0003840156,0.001063178,0.001154596,0.0008548631,0.001645078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007568006,"about_ca_system_score_gemma":0.0008380617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006263366,"about_ca_topic_score_gemma":0.008168737,"domain_scores_codex":[0.9970672,0.001124272,0.0008254384,0.0002623301,0.0005276532,0.0001931028],"domain_scores_gemma":[0.9924589,0.0008611332,0.004374461,0.0004858213,0.001086843,0.0007329631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004720619,0.0001567411,0.994589,0.00008097254,0.00003810367,0.00004552799,0.0004375029,0.00005628013,0.0000745147,0.00003467652,0.001260963,0.003178571],"study_design_scores_gemma":[0.0000138207,0.0001710201,0.9968562,0.00004044136,0.00001416854,0.0002688407,0.0008116073,0.0001864921,0.00009074037,0.00003166478,0.00150524,0.000009627106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781148,0.0002344539,0.0003718959,0.00041525,0.00001704302,0.0006262193,0.01491155,0.00003163247,0.005277187],"genre_scores_gemma":[0.9837392,0.0004625726,0.001051647,0.0004443984,0.0000255992,0.0008178315,0.01185087,0.0000114051,0.001596554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006263366,"threshold_uncertainty_score":0.01374674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1680827295020836,"score_gpt":0.5170175546638331,"score_spread":0.3489348251617496,"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."}}