{"id":"W3145481528","doi":"10.1097/njh.0000000000000760","title":"Simulated Learning Experience in Advance Care Planning Conversations","year":2021,"lang":"en","type":"article","venue":"Journal of Hospice and Palliative Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgian College","funders":"","keywords":"Advance care planning; Conversation; Autonomy; Nursing; Palliative care; Medicine; Fidelity; Psychology; Protocol (science); Confidence interval; Simulated patient; Family medicine; Medical education; Alternative medicine; Computer science; Internal medicine","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":[0.00008388735,0.00009176604,0.0003254603,0.0001074573,0.00005461832,0.00001108796,0.00003480474,0.00005244847,0.00001741568],"category_scores_gemma":[0.0005054015,0.00008351954,0.00006045781,0.0002551217,0.00007826253,0.0001713696,0.000008181489,0.0003106486,4.38304e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026893,"about_ca_system_score_gemma":0.0001130435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008745285,"about_ca_topic_score_gemma":0.000002393212,"domain_scores_codex":[0.9991668,0.00006201724,0.0003394442,0.0001100247,0.0001900355,0.0001316961],"domain_scores_gemma":[0.9988368,0.0002448215,0.0002712064,0.00005594774,0.000516848,0.00007435036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001590393,0.00005619192,0.8298383,0.00008422743,0.00004011654,0.0002680365,0.1573677,0.002765638,0.00433903,0.0000421003,0.00001601083,0.005023608],"study_design_scores_gemma":[0.00439235,0.001018899,0.4551908,0.02254432,0.0001766828,0.00005967147,0.4595325,0.001647666,0.04744575,0.0001971206,0.007533069,0.0002611649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684929,0.0287383,0.001129751,0.0003110819,0.0001476332,0.0000501614,0.000001157826,0.000004805087,0.001124186],"genre_scores_gemma":[0.9945627,0.001590775,0.003607037,0.00008728428,0.00008787167,4.204832e-7,0.0000044553,0.000007573652,0.00005190328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3746474,"threshold_uncertainty_score":0.3405828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192436495645277,"score_gpt":0.4743116015886574,"score_spread":0.3550679520241297,"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."}}