{"id":"W2034169787","doi":"10.1016/j.carpath.2005.05.001","title":"Progress in heart transplantation","year":2005,"lang":"en","type":"review","venue":"Cardiovascular Pathology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Immunosuppression; Heart transplantation; Transplantation; Medicine; Intensive care medicine; Human heart; Immunology; Surgery; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001037105,0.0003988431,0.003334865,0.0004412159,0.00003239606,0.0000113007,0.0001146484,0.0006249782,0.00003349238],"category_scores_gemma":[0.00002225144,0.000322581,0.002652634,0.0003660661,0.0001125314,0.00004815953,0.00001104166,0.0005752727,0.0001043598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007148,"about_ca_system_score_gemma":0.0002100732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003235619,"about_ca_topic_score_gemma":0.00000491353,"domain_scores_codex":[0.9972115,0.0008531473,0.0006595775,0.0006078656,0.000292619,0.0003752543],"domain_scores_gemma":[0.9990001,0.0001172781,0.00008347689,0.0006506242,0.00004456205,0.0001039552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001621308,0.00004053732,0.0004552969,0.014525,0.0005156705,0.003675467,0.0001123647,0.000001983431,1.436383e-7,0.00004226717,0.00001662299,0.9805984],"study_design_scores_gemma":[0.001192973,0.00006358686,0.004044036,0.004752171,0.006299795,0.01657841,0.000007815898,8.273793e-7,0.000001542582,0.000006268241,0.9667637,0.0002888064],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005460489,0.9964234,0.001421178,0.00006189309,0.0003550733,0.001202281,0.00004154998,0.00007946397,0.0003605053],"genre_scores_gemma":[0.00002264239,0.9834188,0.01510028,0.00009519298,0.0004364193,0.0002983705,0.0004852187,0.00007288375,0.00007018378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9803096,"threshold_uncertainty_score":0.9999226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05980549639459209,"score_gpt":0.3844424867945226,"score_spread":0.3246369903999305,"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."}}