{"id":"W3025412759","doi":"10.22374/cjgim.v15i1.344","title":"Process Mapping to Examine How Goals of Care Discussions and Decisions about Life-Sustaining Treatments Occur On Medical Wards: A MultiCenter Observational Study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University; St. Paul's Hospital; Trillium Health Centre; McGill University; University of Calgary; University of British Columbia","funders":"Canadian Frailty Network; Hamilton Health Sciences","keywords":"Process (computing); Observational study; Medicine; Health care; Quality (philosophy); Nursing; Quality of life (healthcare); Identification (biology); Medical education; Computer science","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":[0.02092678,0.0004820753,0.0007694766,0.002804792,0.002481018,0.001763646,0.001476614,0.001008192,0.001397867],"category_scores_gemma":[0.05632019,0.0005849578,0.0013731,0.003623016,0.001125423,0.002175446,0.003068595,0.001444345,0.0003264541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003541565,"about_ca_system_score_gemma":0.006428005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02791719,"about_ca_topic_score_gemma":0.02677369,"domain_scores_codex":[0.987483,0.008528931,0.001288575,0.0009269304,0.000974415,0.0007981413],"domain_scores_gemma":[0.9518596,0.02035947,0.0130693,0.003518045,0.008222297,0.002971278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008617251,0.00201594,0.9324188,0.0005313641,0.0002169316,0.0002378822,0.04292196,0.0003287135,0.0003622309,0.0002499385,0.0009891795,0.01886541],"study_design_scores_gemma":[0.0002461336,0.002912399,0.9292413,0.0003812489,0.0001763886,0.0002031278,0.06031379,0.002049561,0.000505517,0.0003632662,0.003524683,0.00008251092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959389,0.0002051905,0.001355021,0.0001192279,0.0000113669,0.0009859357,0.000700819,0.00001817373,0.0006653685],"genre_scores_gemma":[0.9925833,0.0002084413,0.003664637,0.000108382,0.00001437308,0.002254408,0.0009089052,0.00001922357,0.0002384792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02791719,"threshold_uncertainty_score":0.1106728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2965777971943168,"score_gpt":0.4486795653974767,"score_spread":0.1521017682031599,"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."}}