{"id":"W4285270501","doi":"10.1177/20543581221107751","title":"Impact of Donation Physicians on Deceased Organ Donation: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Kidney Health and Disease","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Organ donation; Donation; Family medicine; MEDLINE; Cohort study; Transplantation; Surgery; Internal 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":[0.0147744,0.00138929,0.007890013,0.007507582,0.0007749744,0.002929606,0.001776889,0.001929285,0.00377722],"category_scores_gemma":[0.06657793,0.001178931,0.008332704,0.009272651,0.001073815,0.00274175,0.001614189,0.001492388,0.0002648798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00476908,"about_ca_system_score_gemma":0.01434209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008749034,"about_ca_topic_score_gemma":0.02638691,"domain_scores_codex":[0.9852024,0.006270654,0.004506008,0.0008364568,0.002812983,0.0003715898],"domain_scores_gemma":[0.9240777,0.05771846,0.0118592,0.000704268,0.004923767,0.0007166382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002925708,0.00001969984,0.001126187,0.9663386,0.00889676,0.00007699459,0.0001953078,0.00006692616,0.00008021876,0.00009138661,0.0007408213,0.02207446],"study_design_scores_gemma":[0.0004007235,0.0002999872,0.006028002,0.9030871,0.08097113,0.0003001435,0.0003462374,0.00008381864,0.0001576241,0.0001505983,0.008141312,0.00003338532],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001697554,0.9973041,0.00007750125,0.000224431,0.00006791636,0.0002348511,0.0001780917,0.000005858875,0.0002097765],"genre_scores_gemma":[0.02676069,0.9712355,0.0005912004,0.0004910426,0.00008268094,0.0005938155,0.0001571217,0.000005223757,0.00008284914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0147744,"threshold_uncertainty_score":0.07813543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03716879336604741,"score_gpt":0.3599050419782078,"score_spread":0.3227362486121604,"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."}}