{"id":"W1512182366","doi":"10.1007/bf03022801","title":"Non-utilization of hearts and lungs after consent for donation: a Canadian multicentre study","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; McGill University Health Centre; Montreal Children's Hospital","funders":"Canadian Society of Transplantation","keywords":"Organ donation; Medicine; Organ procurement; Transplantation; United Network for Organ Sharing; Donation; Solid organ; Organ transplantation; Intensive care medicine; Surgery; Liver transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006224762,0.0002093514,0.0004357577,0.001108707,0.0002568744,0.00009760838,0.0001068272,0.0001265857,0.0001472579],"category_scores_gemma":[0.00008378983,0.0001963363,0.0001350807,0.0002993726,0.0001187805,0.0002412117,0.000001468725,0.0002541636,0.000001900556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005439194,"about_ca_system_score_gemma":0.00553091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1388004,"about_ca_topic_score_gemma":0.7746139,"domain_scores_codex":[0.9982088,0.00005752217,0.0007706939,0.0001664608,0.0003426854,0.0004537997],"domain_scores_gemma":[0.9967383,0.00007169802,0.000392743,0.0001171019,0.00110457,0.001575627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009824628,0.0002640704,0.7547657,0.0003681723,0.0002832404,0.2279685,0.008042821,0.000216252,0.0001239217,0.0004511254,0.004176794,0.002356939],"study_design_scores_gemma":[0.003684357,0.001083699,0.5284543,0.00026178,0.0003864495,0.459534,0.001533104,0.0001393742,0.0001489712,0.00009176501,0.004484044,0.0001981887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933097,0.0005800853,0.00004952011,0.00502489,0.0001611763,0.0006420315,0.00002039613,0.000003636914,0.0002085938],"genre_scores_gemma":[0.998678,0.00003166788,0.000415014,0.0001547164,0.0003128904,0.000006121508,0.00002234338,0.00003453946,0.0003447119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6358135,"threshold_uncertainty_score":0.9811597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482457629745829,"score_gpt":0.2441193619803489,"score_spread":0.2292947856828906,"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."}}