{"id":"W3209381477","doi":"10.1097/cce.0000000000000553","title":"Paving the Road for the Adoption of Normothermic Regional Perfusion in Canada","year":2021,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Montreal Children's Hospital; McMaster University; McGill University Health Centre; Trillium Therapeutics (Canada); Western University","funders":"","keywords":"Organ donation; Donation; Declaration; Circulatory system; Perfusion; Medicine; Intensive care medicine; Business; Transplantation; Surgery; Cardiology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005566297,0.00004217955,0.0000656513,0.00002000116,0.0001202274,0.000009218713,0.00003273596,0.00002165886,0.00007569876],"category_scores_gemma":[0.0002334287,0.00002742808,0.00003393259,0.0001442813,0.00004195933,0.00005580346,0.000004995125,0.0000775887,0.000001729014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080063,"about_ca_system_score_gemma":0.0007877962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01562296,"about_ca_topic_score_gemma":0.4707269,"domain_scores_codex":[0.9995015,0.0000325498,0.0001470306,0.00008236733,0.0001628032,0.00007372901],"domain_scores_gemma":[0.9991149,0.0003886343,0.00001417943,0.0001121999,0.0003451036,0.00002494301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008481184,0.0009125912,0.06931677,0.002866074,0.000154955,0.0001846379,0.06788641,0.002959792,0.122645,0.5234709,0.009284364,0.1994704],"study_design_scores_gemma":[0.003407378,0.0002091421,0.744827,0.0005224643,0.0004939138,0.0001290394,0.1986677,0.01569227,0.02342722,0.001735563,0.01057064,0.0003177139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8170606,0.002757976,0.0312397,0.1456852,0.0006691383,0.001022562,0.0001658708,0.00003040766,0.001368629],"genre_scores_gemma":[0.9984539,0.00006630066,0.0002744947,0.000861245,0.00006762477,0.0000512911,0.000181002,0.000006371951,0.00003783212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6755102,"threshold_uncertainty_score":0.9909321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04867136041709793,"score_gpt":0.3075434170103497,"score_spread":0.2588720565932518,"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."}}