{"id":"W4386761675","doi":"10.1016/s0140-6736(23)01908-6","title":"The future of engaging patients and families for patient safety","year":2023,"lang":"en","type":"article","venue":"The Lancet","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"SAFER; Patient safety; Medicine; Action (physics); Health care; Medical emergency; Nursing; Family medicine; Psychology; Computer security; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06654005,0.001364825,0.002541376,0.001519206,0.01014123,0.0207467,0.004523213,0.04605168,0.0505512],"category_scores_gemma":[0.1136292,0.0009863253,0.002346067,0.001189896,0.03248461,0.03600692,0.01709051,0.04289111,0.008548852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01126417,"about_ca_system_score_gemma":0.04767249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00491226,"about_ca_topic_score_gemma":0.01057886,"domain_scores_codex":[0.9424894,0.04150759,0.001402602,0.002316442,0.007436318,0.004847631],"domain_scores_gemma":[0.7634591,0.1640335,0.008061601,0.00695651,0.01434256,0.04314665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003667036,0.0003770624,0.0008557329,0.004293206,0.000200963,0.0006567251,0.0131751,0.0003984376,0.0003229489,0.2084796,0.5182066,0.252667],"study_design_scores_gemma":[0.0002726244,0.0002865313,0.0008490528,0.00993787,0.00006018065,0.0006998519,0.01779184,0.0001799627,0.0001357657,0.2200458,0.7496093,0.0001311951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004158095,0.03998739,0.0006104032,0.9378352,0.007437138,0.00001606725,0.00002789736,0.00003244764,0.01363774],"genre_scores_gemma":[0.09325485,0.1263129,0.005716683,0.7351835,0.02415964,0.0005531908,0.00009504802,0.000146386,0.01457787],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06654005,"threshold_uncertainty_score":0.3519017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0760866775810789,"score_gpt":0.3711143437183979,"score_spread":0.295027666137319,"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."}}