{"id":"W2942299761","doi":"10.3791/59197","title":"A Pre-Clinical Porcine Model of Orthotopic Heart Transplantation","year":2019,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Transplantation; Heart transplantation; Animal model; Clinical trial; Heart failure; Intensive care medicine; Gold standard (test); Ischemia; Cardiology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0006099741,0.0001194112,0.0006699167,0.0001404776,0.00001582805,0.000006225987,0.00007480916,0.00009426682,0.0002155469],"category_scores_gemma":[0.00003154436,0.00008880131,0.0003086358,0.00008973378,0.00003038884,0.0001370353,0.000005331882,0.0001752668,0.000007291226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002178094,"about_ca_system_score_gemma":0.0001370457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008315809,"about_ca_topic_score_gemma":3.202411e-7,"domain_scores_codex":[0.9981331,0.0001290154,0.001052082,0.0001222486,0.0004325662,0.0001310509],"domain_scores_gemma":[0.9990204,0.0001191571,0.0004153916,0.0001463431,0.0001650055,0.00013369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005878376,0.0007777867,0.409559,0.000386369,0.0003167348,0.00004200052,0.002653733,0.0001496008,0.5791006,0.0002779087,0.0001311628,0.000726714],"study_design_scores_gemma":[0.02950323,0.003428987,0.4363667,0.0008844572,0.0006802281,0.0005656551,0.0003520079,0.00371505,0.5235143,0.0002366185,0.0005034866,0.0002492779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830318,0.0003422539,0.01541733,0.0001480229,0.0003716557,0.0002727885,0.000006894417,0.000008910756,0.0004003406],"genre_scores_gemma":[0.9313934,0.0004324403,0.067028,0.0003926401,0.00009768458,0.000002380193,0.000009711673,0.00001699155,0.0006267952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05558633,"threshold_uncertainty_score":0.3621212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.088561885263653,"score_gpt":0.5317398718395651,"score_spread":0.4431779865759121,"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."}}