{"id":"W4380883904","doi":"10.1002/alz.060197","title":"Improving collaboration between palliative care and neurology: Focus on patient, family & healthcare provider experience","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; University Health Network; Toronto Western Hospital; Occupational Cancer Research Centre; University of Toronto","funders":"","keywords":"Palliative care; Advance care planning; Medicine; Health care; Conversation; End-of-life care; Neurology; Nursing; Family medicine; Population; Disease; Psychology; 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":[0.007936368,0.0001975021,0.0004788871,0.0006276703,0.003197714,0.002979345,0.0008973069,0.0008849014,0.005566812],"category_scores_gemma":[0.02061765,0.0002762633,0.0003343487,0.0004696785,0.00163508,0.002652287,0.006457347,0.001691042,0.0003721905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002604258,"about_ca_system_score_gemma":0.005833226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00473161,"about_ca_topic_score_gemma":0.01212289,"domain_scores_codex":[0.9845069,0.01202669,0.0005962725,0.0004491177,0.0007668454,0.001654194],"domain_scores_gemma":[0.9801955,0.007842472,0.002864734,0.0003496693,0.001545683,0.00720197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002646788,0.001319302,0.2039558,0.001417328,0.0001483879,0.004295595,0.6877619,0.0003602893,0.001211021,0.001081458,0.01617978,0.08200447],"study_design_scores_gemma":[0.0000726596,0.00115168,0.111557,0.001437731,0.00006510338,0.004439731,0.8516143,0.0004848616,0.00056193,0.0006311972,0.02788693,0.0000969076],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837797,0.001571558,0.0005115396,0.00683525,0.0001201219,0.0001566376,0.00009818281,0.0000292423,0.006897827],"genre_scores_gemma":[0.9972306,0.0006279034,0.0004942709,0.001052861,0.00003419624,0.00008230247,0.0000296749,0.000006088269,0.0004421406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007936368,"threshold_uncertainty_score":0.04197204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308774908746388,"score_gpt":0.4052168592766607,"score_spread":0.2743393684020219,"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."}}