{"id":"W4312801415","doi":"10.22374/cjgim.v17i1.528","title":"A Quality Improvement Initiative to Implement the Serious Illness Care Program on Hospital Medical Wards","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital; University of Ottawa; McGill University; University of Calgary; McMaster University; Trillium Health Centre","funders":"University of Calgary; Canadian Frailty Network; Hamilton Health Sciences","keywords":"Medicine; Conversation; Intervention (counseling); Family medicine; Limiting; Family member; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.02362341,0.0007399268,0.0003503618,0.0009037885,0.004153689,0.002033381,0.002576141,0.001004165,0.004236312],"category_scores_gemma":[0.04285029,0.0004001685,0.0006149597,0.001129507,0.00173899,0.00125929,0.005494374,0.003090676,0.0005896018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02786351,"about_ca_system_score_gemma":0.191316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4382752,"about_ca_topic_score_gemma":0.6221945,"domain_scores_codex":[0.9808992,0.007299622,0.0009568118,0.001020124,0.005556156,0.004268035],"domain_scores_gemma":[0.8971467,0.006284416,0.007291893,0.003746746,0.02516072,0.06036947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006174516,0.004913785,0.121385,0.001361707,0.0001282833,0.0002913143,0.01129506,0.001306032,0.003922121,0.001922842,0.1323389,0.7205175],"study_design_scores_gemma":[0.001643311,0.007453103,0.8258824,0.001528625,0.0001294306,0.0002239528,0.01338804,0.002522851,0.002246087,0.0009363064,0.1438875,0.0001584138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.720965,0.002703572,0.03329027,0.156266,0.002810504,0.02469268,0.002971202,0.004293252,0.05200757],"genre_scores_gemma":[0.7950251,0.001714383,0.1521898,0.02866466,0.000565505,0.007606211,0.003418455,0.0002133981,0.01060262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4382752,"threshold_uncertainty_score":0.8714483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07976911395813804,"score_gpt":0.4404388584141633,"score_spread":0.3606697444560253,"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."}}