{"id":"W3129325588","doi":"10.1016/j.apnr.2021.151409","title":"Discrepancies among knowledge, practice, and attitudes towards advance care planning among Chinese clinical nurses: A national cross-sectional study","year":2021,"lang":"en","type":"article","venue":"Applied Nursing Research","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"National Key Research and Development Program of China","keywords":"Advance care planning; Cross-sectional study; Medicine; Nursing; Family medicine; Palliative care; Psychology","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":[0.001781887,0.0001929717,0.0004556132,0.0002282806,0.0003766243,0.0001228957,0.0001387918,0.0001567758,0.00002475164],"category_scores_gemma":[0.004940803,0.0001681211,0.00009501206,0.0007278844,0.001298805,0.0002584298,0.0001343532,0.0008577557,0.000009600407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002952598,"about_ca_system_score_gemma":0.0006735691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007754588,"about_ca_topic_score_gemma":0.00006518704,"domain_scores_codex":[0.996761,0.0002817309,0.0005375562,0.0006566903,0.001355072,0.0004079759],"domain_scores_gemma":[0.9949133,0.001995557,0.0001215321,0.0002915165,0.00245795,0.0002200763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006844496,0.001392314,0.9752877,0.0001757178,0.0001603655,0.00008086037,0.01593322,0.00002163513,0.0001923058,0.0003434966,0.0003035101,0.005424415],"study_design_scores_gemma":[0.001886643,0.0003480987,0.9645449,0.000995066,0.00003975613,0.00001635363,0.02996258,0.00005085083,0.0003020594,0.0003086627,0.001397878,0.0001471657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392639,0.006801284,0.00005212898,0.0001202514,0.0003070183,0.00056554,0.00001446652,0.0000474587,0.05282794],"genre_scores_gemma":[0.9962187,0.0002339116,0.002133148,0.00002330722,0.0006031619,0.00009748315,0.00005226199,0.00003150709,0.0006065661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05695474,"threshold_uncertainty_score":0.6855778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2279200246776936,"score_gpt":0.6234431867095788,"score_spread":0.3955231620318852,"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."}}