{"id":"W2138219086","doi":"10.12968/ijpn.2013.19.8.389","title":"Exploring the advance care planning needs of moderately to severely ill people with COPD","year":2013,"lang":"en","type":"article","venue":"International Journal of Palliative Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; Engineers Without Borders Canada","funders":"","keywords":"Advance care planning; COPD; Medicine; Qualitative research; Pulmonary disease; Mental health; Nursing; Mental illness; Psychology; Palliative care; Psychiatry","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":[0.0000997796,0.0001366217,0.0003426431,0.0002591847,0.00004120019,0.00002337449,0.0002324259,0.0000257112,0.00002917581],"category_scores_gemma":[0.0002498253,0.00008818207,0.0001017236,0.0002361644,0.00007703128,0.0003794926,0.00002101698,0.0002193358,0.000004134204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401365,"about_ca_system_score_gemma":0.0001121376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006695193,"about_ca_topic_score_gemma":0.000006332837,"domain_scores_codex":[0.9986385,0.00004057493,0.0004390303,0.0000864102,0.00064566,0.00014984],"domain_scores_gemma":[0.995989,0.000256941,0.0004577942,0.00009704931,0.003100723,0.00009851366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.005662116,0.0003317482,0.3958417,0.0001819731,0.00146325,0.00009667056,0.5071101,0.03186805,0.01136368,0.00120968,0.001461336,0.04340981],"study_design_scores_gemma":[0.002756414,0.00147592,0.7353342,0.0210347,0.0001896804,0.00007463053,0.1697672,0.0007987882,0.065459,0.0004559286,0.002381052,0.0002725462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786272,0.001624987,0.01493782,0.002265142,0.0005215302,0.0001767732,0.00001021552,0.000006413079,0.001829929],"genre_scores_gemma":[0.9895571,0.000179228,0.009582772,0.0002736952,0.0003175204,0.000008762304,0.000004203144,0.0000171591,0.00005956969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3394925,"threshold_uncertainty_score":0.3595961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635397258671129,"score_gpt":0.4187384858537009,"score_spread":0.255198759986588,"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."}}