{"id":"W1781125363","doi":"10.1097/tp.0000000000000947","title":"Estimation of Potential Deceased Organ Donors in Canada","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes","funders":"","keywords":"Organ donation; Medicine; Donation; Audit; Retrospective cohort study; Emergency medicine; Intensive care medicine; Surgery; Transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001471692,0.0002747371,0.0003258907,0.002971123,0.001511249,0.0009590887,0.00115627,0.0002063508,0.001755548],"category_scores_gemma":[0.00519644,0.0001741605,0.0003156041,0.003207206,0.0003983818,0.000349194,0.0008719524,0.0004155189,0.0001524867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02128353,"about_ca_system_score_gemma":0.02358491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850957,"about_ca_topic_score_gemma":0.9879594,"domain_scores_codex":[0.9986997,0.0001241724,0.00009585403,0.0001540368,0.0006639453,0.0002622384],"domain_scores_gemma":[0.9947253,0.0004423103,0.001157411,0.0001076276,0.003048555,0.0005187312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002722146,0.000008174402,0.987895,0.00007595617,0.00003127881,0.00007779874,0.000345483,0.0005028324,0.00005988577,0.0002951332,0.002018183,0.008663093],"study_design_scores_gemma":[0.000006874317,0.00001725631,0.990078,0.0002114488,0.00003688761,0.0002475646,0.001652101,0.002645941,0.0003242324,0.0001974889,0.00456193,0.00002021443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678369,0.004424558,0.00304424,0.001185172,0.00004236213,0.0002393373,0.01744817,0.00005546731,0.005723928],"genre_scores_gemma":[0.9931279,0.001481125,0.001680993,0.0001317756,0.000007566389,0.00003578654,0.002821819,0.000006055502,0.0007068852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02128353,"threshold_uncertainty_score":0.1544235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164694554404942,"score_gpt":0.2353254925915597,"score_spread":0.2236785470475103,"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."}}