{"id":"W4224281708","doi":"10.1016/j.cjca.2022.01.005","title":"A Pressing Need for Effective, Clear, and Consistent Regulations to Facilitate Direct Contact Between Donor Families and Organ-Transplant Recipients","year":2022,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Organ donation; Heart transplantation; Organ transplantation; Gerontology; Family medicine; Transplantation; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02222201,0.004559407,0.005965659,0.003735056,0.006315968,0.01422457,0.005452853,0.04741642,0.01032227],"category_scores_gemma":[0.06914672,0.001967665,0.004033924,0.001869728,0.005366253,0.008244039,0.002248813,0.05313515,0.008892835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006305007,"about_ca_system_score_gemma":0.01053676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00707532,"about_ca_topic_score_gemma":0.02194343,"domain_scores_codex":[0.9833619,0.003507615,0.002293107,0.001302927,0.008471839,0.001062762],"domain_scores_gemma":[0.8851987,0.06320918,0.004325731,0.001934683,0.03227325,0.01305848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002024479,0.00001465857,0.00002478781,0.0002205293,0.00001922036,0.0000892143,0.00002617191,0.00001488265,0.00002292854,0.0003036353,0.9962842,0.002959648],"study_design_scores_gemma":[0.0001473921,0.00005719359,0.0005459028,0.001198054,0.0001494293,0.0003315113,0.0002494252,0.0001783873,0.0001001569,0.00167528,0.9953113,0.00005592291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001737865,0.002121959,0.00007976002,0.05224073,0.9447832,0.00001542713,0.00002246857,0.0000261304,0.000692977],"genre_scores_gemma":[0.0002474597,0.002767401,0.0001538305,0.04250948,0.9504986,0.000025527,0.00002051674,0.00002408215,0.003753117],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04741642,"threshold_uncertainty_score":0.1175227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087962144551785,"score_gpt":0.2561053703846654,"score_spread":0.2352257489391475,"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."}}