{"id":"W3159757480","doi":"10.1002/mds.28633","title":"Preferences for Communication About End‐of‐Life Care in Atypical Parkinsonism","year":2021,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Donation; Medicine; Advance care planning; Affect (linguistics); End-of-life care; Disease; Family medicine; Palliative care; Odds; Parkinsonism; Spirituality; Psychology; Nursing; Internal medicine; Alternative medicine; Logistic regression","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008469205,0.00007760927,0.0002371113,0.00004663257,0.00002229718,0.000003759248,0.00007884366,0.00005173156,0.00006099013],"category_scores_gemma":[0.0002275697,0.00007212505,0.00007531367,0.0001098861,0.00006837916,0.00002963723,0.00003646734,0.00006498653,0.000001017266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003945872,"about_ca_system_score_gemma":0.0001314413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002294351,"about_ca_topic_score_gemma":0.001702772,"domain_scores_codex":[0.9992941,0.00004734246,0.0002614001,0.000129767,0.000148746,0.0001186335],"domain_scores_gemma":[0.9993825,0.0001504547,0.00007672748,0.0002306204,0.0001210889,0.00003860037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003836696,0.0003352153,0.9501745,0.0005782997,0.0000933909,6.414658e-7,0.007434414,0.00004269961,0.0009978119,0.002114545,0.001082514,0.03676234],"study_design_scores_gemma":[0.008249177,0.000734366,0.7519125,0.001833988,0.0001272036,5.403722e-8,0.05131022,0.0003014822,0.03686948,0.02468408,0.1236637,0.0003137978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732329,0.01955021,0.0004547555,0.001982584,0.000061595,0.0004126735,0.00004067168,0.00001222903,0.004252351],"genre_scores_gemma":[0.9904258,0.005521044,0.002687651,0.000966404,0.00001249731,0.00007739192,0.0002240767,0.000007785165,0.00007737211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.198262,"threshold_uncertainty_score":0.2941174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07483840383304145,"score_gpt":0.3819937278818418,"score_spread":0.3071553240488003,"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."}}