{"id":"W2886192092","doi":"10.1136/bmjspcare-2018-mariecurie.46","title":"46 Patient safety in palliative care: a mixed methods study of reports to a national database of serious incidents","year":2018,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Palliative care; Harm; Medicine; Health care; Population; Qualitative research; Incident report; Family medicine; Medical emergency; Nursing; Environmental health; Psychology; Forensic engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003479129,0.0003864343,0.001185556,0.0003177551,0.0004014459,0.000003840013,0.0002601734,0.00037687,0.0003278231],"category_scores_gemma":[0.00833584,0.0003420991,0.0001565946,0.001170053,0.0002012825,0.0001575582,0.0004766381,0.001028956,0.00002338355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155336,"about_ca_system_score_gemma":0.003818292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336969,"about_ca_topic_score_gemma":0.01177329,"domain_scores_codex":[0.9898996,0.004145304,0.002939028,0.0008604128,0.001423682,0.0007319963],"domain_scores_gemma":[0.9882789,0.001661323,0.00205945,0.0006889725,0.006922259,0.0003891028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002953,0.0003140086,0.4808786,0.0005772194,0.0001005817,0.00007189888,0.5129383,0.000007283899,0.000184234,0.00003826864,0.002231155,0.002363238],"study_design_scores_gemma":[0.001460582,0.001734812,0.5126109,0.0007754947,0.00004368369,3.79839e-7,0.4804939,0.00001151558,0.000590605,0.00004370992,0.002043814,0.0001906062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863002,0.0001957598,0.001161611,0.0002558165,0.0009139879,0.007906177,0.000839561,0.00003404585,0.002392864],"genre_scores_gemma":[0.9888822,0.00003459153,0.007505435,0.001763675,0.0002219993,0.001094237,0.0003874768,0.0000457934,0.00006454875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03244435,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104672823219633,"score_gpt":0.543742486592528,"score_spread":0.439069663372895,"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."}}