{"id":"W4411686407","doi":"10.1007/s12630-025-02978-4","title":"Organ donation after death determination by circulatory criteria: family members’ experiences with withdrawal of life-sustaining measures in Canadian intensive care units","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Centre Hospitalier de l’Université de Montréal; University of British Columbia; University of Saskatchewan; University of Ottawa; Montreal Children's Hospital; Royal College of Physicians and Surgeons of Canada; Canadian Blood Services; University of Calgary; Children's Hospital of Eastern Ontario; The Quebec Population Health Research Network; Dalhousie University; Hamilton Health Sciences; Ottawa Hospital","funders":"Canadian Blood Services","keywords":"Organ donation; Donation; Intensive care; Medicine; Intensive care medicine; Psychology; Transplantation; Internal medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.006139858,0.0003968182,0.0005245983,0.0009835365,0.02828532,0.004749313,0.002369419,0.002262544,0.003533899],"category_scores_gemma":[0.02966242,0.0005925236,0.0006031658,0.001545889,0.006710394,0.002017729,0.005349197,0.005136001,0.0001583586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04700691,"about_ca_system_score_gemma":0.05676498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8414515,"about_ca_topic_score_gemma":0.9223695,"domain_scores_codex":[0.992527,0.003085562,0.0002822128,0.0003898155,0.001113497,0.002601911],"domain_scores_gemma":[0.9686447,0.009077879,0.003467035,0.0003953879,0.006502871,0.0119121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001755064,0.000168939,0.06351748,0.0000716648,0.00003741921,0.002849852,0.9188387,0.00009904098,0.0001904148,0.0008393239,0.00555161,0.007659987],"study_design_scores_gemma":[0.0000127366,0.00005795532,0.02917976,0.0001588593,0.00001780201,0.0005474581,0.9616194,0.00008028952,0.00007330027,0.0001305306,0.008059955,0.00006192974],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842532,0.000913135,0.000111819,0.009292988,0.0001928852,0.00004312178,0.000068298,0.000004671663,0.005119852],"genre_scores_gemma":[0.9965764,0.0004970657,0.0001117,0.001694265,0.00002454773,0.00001739782,0.00003149064,0.000007463423,0.001039634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1585485,"threshold_uncertainty_score":0.3410606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100682171050221,"score_gpt":0.2345986522094625,"score_spread":0.2235918304989603,"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."}}