{"id":"W4400950231","doi":"10.3310/krwq5829","title":"Using Palliative Care Needs Rounds in the UK for care home staff and residents: an implementation science study","year":2024,"lang":"en","type":"article","venue":"Health and Social Care Delivery Research","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Social Care Delivery Research; Department of Health and Social Care; Health Services and Delivery Research Programme; Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Palliative care; Nursing; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.1029849,0.001067444,0.001455055,0.002313398,0.004144512,0.003830856,0.00217316,0.002483616,0.002029916],"category_scores_gemma":[0.1223935,0.001743902,0.001513178,0.002124843,0.003945289,0.003594154,0.005913149,0.003207628,0.0002970083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02218552,"about_ca_system_score_gemma":0.03369431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.027031,"about_ca_topic_score_gemma":0.04522683,"domain_scores_codex":[0.8971827,0.08058203,0.005882518,0.002683151,0.007663804,0.006005784],"domain_scores_gemma":[0.8844582,0.06998231,0.01009253,0.008173591,0.01986717,0.007426357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004563449,0.05121112,0.1290248,0.006733627,0.0006530632,0.001509588,0.4258804,0.001511932,0.001911814,0.002194602,0.003451652,0.371354],"study_design_scores_gemma":[0.008491362,0.1121191,0.3443676,0.007125729,0.001166715,0.0006835902,0.4936461,0.002745058,0.003227871,0.001259458,0.02454783,0.0006195846],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829743,0.000340238,0.001797095,0.000737385,0.00005013387,0.01271571,0.0001308955,0.00002955446,0.001224763],"genre_scores_gemma":[0.947534,0.001009576,0.01414434,0.00115969,0.00006632742,0.03451534,0.0002811745,0.00002543889,0.001264214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029849,"threshold_uncertainty_score":0.5446427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5240860402233122,"score_gpt":0.6420288474385082,"score_spread":0.117942807215196,"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."}}