{"id":"W4411289129","doi":"10.1177/15269248251349783","title":"An Integrative Review on Exploring Organ Donation After Death by Circulatory Criteria in Canada","year":2025,"lang":"en","type":"review","venue":"Progress in Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Organ donation; Medicine; Donation; Circulatory system; Intensive care medicine; Transplantation; Surgery; Internal medicine; Law; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002798839,0.0004581735,0.001167541,0.0005938752,0.00003222132,0.00002673232,0.0001386499,0.0001780437,0.0001222582],"category_scores_gemma":[0.0000199988,0.0003978457,0.0001113153,0.0007498946,0.00002484398,0.0002988289,0.000003372014,0.0005481103,0.000006479333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257555,"about_ca_system_score_gemma":0.001544891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0126657,"about_ca_topic_score_gemma":0.1442696,"domain_scores_codex":[0.9973786,0.0003641574,0.0009367653,0.0005855965,0.0004677093,0.0002671023],"domain_scores_gemma":[0.9992129,0.000152063,0.0001993095,0.0002517487,0.00008609057,0.00009788481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001645701,0.0002099566,0.007106768,0.1901347,0.00005990772,0.0003452461,0.0005627818,8.394377e-7,0.000001633275,0.00009490495,0.00004117917,0.8012775],"study_design_scores_gemma":[0.002951732,0.0002566662,0.03541184,0.9257723,0.002533835,0.0001413222,0.0001315921,0.00006814114,0.0002109897,0.00003201619,0.03131908,0.001170469],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001113301,0.9956818,0.0000924718,0.0001175751,0.0002614493,0.002111682,0.0003769662,0.00004602499,0.0001987653],"genre_scores_gemma":[0.02434536,0.9678066,0.0001501881,0.0003540074,0.00003817428,0.001535583,0.005707965,0.00004830417,0.00001383962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.800107,"threshold_uncertainty_score":0.9998474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03913798848452509,"score_gpt":0.3558929117149009,"score_spread":0.3167549232303758,"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."}}