{"id":"W2063675532","doi":"10.1016/j.ejcnurse.2010.12.002","title":"Overcoming the challenges of conducting research with people who have advanced heart failure and palliative care needs","year":2011,"lang":"en","type":"review","venue":"European Journal of Cardiovascular Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Acknowledgement; Medicine; Palliative care; Autonomy; Population; Identification (biology); Attrition; Ethical issues; Nursing; Intensive care medicine; Engineering ethics","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":[0.003592957,0.0003762736,0.003171265,0.0005088984,0.0001469727,0.00002500863,0.0002905045,0.00009273128,0.000003867012],"category_scores_gemma":[0.0005329722,0.0002248769,0.001465685,0.0004184646,0.0004387246,0.0001386577,0.00007771031,0.001327278,0.000001306546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569959,"about_ca_system_score_gemma":0.0002840587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001034286,"about_ca_topic_score_gemma":0.000002019409,"domain_scores_codex":[0.9948869,0.002626165,0.0008779634,0.0002815923,0.0009784971,0.0003488924],"domain_scores_gemma":[0.9963906,0.0005090482,0.0007927128,0.0006128762,0.001528754,0.0001659779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001331426,0.0000365248,0.0001573943,0.01328224,0.005478164,0.000229832,0.06097434,0.00002348473,0.00000701268,0.00008633442,0.0001453377,0.9194462],"study_design_scores_gemma":[0.001067832,0.0007781908,0.0001473887,0.2150867,0.004145426,0.0006923737,0.07522748,6.456406e-7,0.0001026252,0.000005663615,0.7025436,0.0002021427],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001795172,0.9920999,0.0001827997,0.00010946,0.0001341463,0.0004812868,0.000006466251,0.000006639305,0.005184162],"genre_scores_gemma":[0.01536215,0.9812086,0.002711271,0.000005429538,0.0005791659,0.000002231172,0.000003409383,0.0001098207,0.00001795228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9192441,"threshold_uncertainty_score":0.9170215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3284365231768149,"score_gpt":0.4414306353465994,"score_spread":0.1129941121697844,"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."}}