{"id":"W2058005340","doi":"10.1186/cc5663","title":"Maximisation of heart and lung donation in a neurosurgical intensive care unit","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Economic shortage; Donation; Intensive care unit; Lung; Organ donation; Intensive care medicine; Emergency medicine; Cardiology; Surgery; Internal medicine; Transplantation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004937219,0.0004972381,0.0004923578,0.0006316605,0.0007707051,0.001812264,0.001163025,0.0007178905,0.005920182],"category_scores_gemma":[0.007571739,0.0002363297,0.0004336865,0.0005109081,0.0005702192,0.00172809,0.003843057,0.000767465,0.001034151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385461,"about_ca_system_score_gemma":0.003520124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314295,"about_ca_topic_score_gemma":0.00293295,"domain_scores_codex":[0.9963167,0.002659309,0.0001799148,0.0001298869,0.0002693949,0.0004447491],"domain_scores_gemma":[0.9969516,0.000672102,0.0006060571,0.0001133295,0.0002606728,0.001396253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002866199,0.001885198,0.09708654,0.002624204,0.0002665917,0.003141567,0.002955423,0.03047557,0.01662678,0.01291156,0.02701555,0.8021448],"study_design_scores_gemma":[0.001707981,0.01051726,0.6656413,0.005238093,0.0005099846,0.01647025,0.02192558,0.04444901,0.02878612,0.07504114,0.1291812,0.0005320086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947979,0.01196742,0.03260632,0.02800441,0.000515786,0.0005825812,0.0001442112,0.0002175785,0.03116372],"genre_scores_gemma":[0.9739721,0.003773603,0.01850512,0.0006931289,0.000256639,0.0002002834,0.00007906549,0.00002984713,0.002490274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005920182,"threshold_uncertainty_score":0.02611083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966712848735476,"score_gpt":0.3475214955206812,"score_spread":0.3178543670333265,"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."}}