{"id":"W2819628793","doi":"10.1007/s12630-018-1179-y","title":"Hamilton-DONATE: a city-wide pilot observational study of the ICU management of deceased organ donors","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Montréal; University of Toronto; Hôpital du Sacré-Cœur de Montréal; St. Michael's Hospital; University of Ottawa; Université de Sherbrooke; McMaster University; Children's Hospital of Eastern Ontario; Impact","funders":"McMaster University; Hamilton Health Sciences","keywords":"Medicine; Organ donation; Waiver; Observational study; Intensive care unit; Informed consent; Intensive care; Cohort; Donation; Cohort study; Emergency medicine; Prospective cohort study; Family medicine; Transplantation; Medical emergency; Intensive care medicine; Surgery; Internal medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005229426,0.0003403176,0.0004311477,0.0005466015,0.001374348,0.001156406,0.0007574106,0.0006466793,0.001941083],"category_scores_gemma":[0.002603135,0.0004342005,0.000402251,0.001926805,0.0007837919,0.0009914454,0.001340033,0.001190948,0.0002714523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003100264,"about_ca_system_score_gemma":0.004109412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2620738,"about_ca_topic_score_gemma":0.4166912,"domain_scores_codex":[0.999168,0.000272316,0.00004498001,0.0001567702,0.0001201524,0.0002377396],"domain_scores_gemma":[0.9972774,0.0003913312,0.0009293558,0.0001578106,0.000389904,0.0008542233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001493931,0.0001928425,0.9975808,0.0000143212,0.0000457465,0.0001308703,0.0006975342,0.00001498256,0.0001303885,0.0000322923,0.0003126188,0.0006981674],"study_design_scores_gemma":[0.00003281193,0.000135111,0.9962763,0.00001252851,0.00002813226,0.00008850396,0.003025193,0.0001004704,0.00002546319,0.00002250849,0.0002442026,0.000008739536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991539,0.00006646841,0.00004078841,0.0001039806,0.000005776862,0.00003220766,0.0003348465,0.000001140542,0.0002608396],"genre_scores_gemma":[0.9990945,0.00009779628,0.00007065113,0.0001472948,0.00001010486,0.00003044945,0.0003833464,0.000002147329,0.0001635886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2620738,"threshold_uncertainty_score":0.5210968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779375937356928,"score_gpt":0.2576584710918196,"score_spread":0.2198647117182503,"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."}}