{"id":"W4362673642","doi":"10.1136/bmjoq-2022-002219","title":"Learning needs and perceived barriers and facilitators to end-of-life care: a survey of front-line nurses on acute medical wards","year":2023,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact; McMaster University Medical Centre","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Staffing; Front line; Nursing; Medicine; Family medicine; Demographics; Quartile; Health care; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002109783,0.0002621074,0.0003711849,0.0009559782,0.0005361083,0.0006599824,0.0005328188,0.0008314779,0.001417691],"category_scores_gemma":[0.008490436,0.0004263879,0.0003098675,0.0006624041,0.0003965881,0.001074559,0.0008186927,0.0006097116,0.000391209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008437201,"about_ca_system_score_gemma":0.0007313919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005528468,"about_ca_topic_score_gemma":0.008644729,"domain_scores_codex":[0.9985337,0.0004442265,0.0002282512,0.0001174737,0.0003759624,0.0003003328],"domain_scores_gemma":[0.9941351,0.001418176,0.002072927,0.0001052819,0.0009471345,0.001321244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006221294,0.0002665753,0.987767,0.00006518872,0.0000171202,0.000190613,0.006455251,0.00003754313,0.0003671581,0.00001281139,0.0002715505,0.00448708],"study_design_scores_gemma":[0.00001117435,0.0005597941,0.9782822,0.00005840998,0.000006315742,0.000258125,0.02016068,0.0001813964,0.00007341227,0.00001464697,0.0003854467,0.00000848551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996234,0.00003977611,0.00002218346,0.00006126831,0.000002187928,0.0000204161,0.00008429126,8.54507e-7,0.0001455857],"genre_scores_gemma":[0.9992037,0.000107858,0.000119573,0.0001097575,0.000006340826,0.00005463489,0.000151611,0.000001436597,0.0002450421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005528468,"threshold_uncertainty_score":0.01115769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2257555860142543,"score_gpt":0.5231869416506306,"score_spread":0.2974313556363763,"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."}}