{"id":"W4390081733","doi":"10.1093/geroni/igad104.1808","title":"PALLIATIVE CARE IN RESIDENTIAL CARE HOMES: IMPLEMENTATION CHALLENGES AND EARLY FINDINGS IN THREE CLINICAL TRIALS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Dementia; Nursing; Specialty; Medicine; Clinical trial; Intervention (counseling); Psychology; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5152873,0.001147281,0.004279399,0.001679349,0.002832658,0.00860313,0.003729877,0.005351846,0.002560803],"category_scores_gemma":[0.5483596,0.001263221,0.00498362,0.003187922,0.003701,0.006597649,0.005525571,0.006278319,0.0005387238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008605486,"about_ca_system_score_gemma":0.02257175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003806712,"about_ca_topic_score_gemma":0.006592579,"domain_scores_codex":[0.4216378,0.5075844,0.04501421,0.003461418,0.01814228,0.004159828],"domain_scores_gemma":[0.3126762,0.5280272,0.03662741,0.03532219,0.07989012,0.007457011],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08196031,0.01328649,0.02519584,0.04682405,0.01333603,0.000685016,0.01200111,0.002632876,0.004377046,0.02603143,0.02773978,0.74593],"study_design_scores_gemma":[0.1694211,0.2572597,0.09687969,0.1173529,0.02468126,0.001305211,0.01881645,0.006195191,0.01524544,0.03374192,0.2580514,0.00104973],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.370579,0.1833095,0.07746881,0.1224304,0.01616663,0.1916645,0.004803562,0.001037271,0.03254027],"genre_scores_gemma":[0.6566234,0.02092911,0.1381539,0.02981227,0.0021643,0.1475887,0.001876369,0.0002910642,0.002560899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5152873,"threshold_uncertainty_score":0.5977371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4229231572296621,"score_gpt":0.5624134009824713,"score_spread":0.1394902437528092,"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."}}