{"id":"W4403226968","doi":"10.1016/j.cjca.2024.08.167","title":"THE HEART OF INNOVATION: EVALUATING THE TRAFEROX COOLER'S IMPACT ON ISCHEMIC TIMES AND SHORT-TERM HEART TRANSPLANT OUTCOMES","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Term (time); Heart transplantation; Cardiology; Heart transplants; Internal medicine; Intensive care medicine; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006208261,0.0004528489,0.0007698019,0.0007929977,0.0007299915,0.002517212,0.0009224789,0.001363049,0.009278378],"category_scores_gemma":[0.01725983,0.0002230915,0.001989876,0.0006771307,0.001018696,0.002182816,0.001634389,0.002380605,0.0006900228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001926086,"about_ca_system_score_gemma":0.002699931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003536026,"about_ca_topic_score_gemma":0.004632418,"domain_scores_codex":[0.9976706,0.001099524,0.0001549525,0.0002580365,0.0004225907,0.0003943553],"domain_scores_gemma":[0.9863344,0.00711177,0.00314206,0.0005113698,0.0007701557,0.002130182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2188722,0.0332965,0.3579344,0.00374861,0.006266885,0.0002476013,0.002205695,0.003066276,0.001595028,0.0070882,0.02026833,0.3454104],"study_design_scores_gemma":[0.04834917,0.1904385,0.6965382,0.002324032,0.0150407,0.0005106565,0.006482834,0.007455127,0.003552674,0.007425315,0.02129491,0.0005879153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990528,0.002293749,0.000395694,0.002242336,0.0004235772,0.0003006025,0.0007889505,0.00002952276,0.002997616],"genre_scores_gemma":[0.9919896,0.00118635,0.001754586,0.0009378729,0.000756396,0.0007949393,0.0005241359,0.0000241115,0.002032087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009278378,"threshold_uncertainty_score":0.0328328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05141893931452705,"score_gpt":0.3815728549342171,"score_spread":0.33015391561969,"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."}}