{"id":"W2921112475","doi":"10.1016/j.healun.2019.01.113","title":"Molecular Microscope Determinants of Graft Survival in the INTERHEART Study","year":2019,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Heart transplantation; Hazard ratio; Kidney transplantation; Heart failure; Immunosuppression; Internal medicine; Biopsy; Population; Kidney; Heart transplants; Cardiology; Surgery; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052171,0.0003381414,0.0003218496,0.0006144851,0.0004870026,0.001218889,0.0005842455,0.0007360876,0.002345519],"category_scores_gemma":[0.001918304,0.0002758148,0.0005304284,0.0009240443,0.000429548,0.0006587273,0.0006146649,0.001149766,0.0002248181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431248,"about_ca_system_score_gemma":0.0003367272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847368,"about_ca_topic_score_gemma":0.002113821,"domain_scores_codex":[0.9994968,0.0001754708,0.00003333615,0.00009091758,0.00004456634,0.0001588708],"domain_scores_gemma":[0.9986569,0.0002623888,0.0005551668,0.0001776862,0.0000658721,0.000282046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001341607,0.0001008643,0.994899,0.000009699274,0.0001767867,0.0001345033,0.00009084264,0.00006826847,0.001105259,0.0002533295,0.000251763,0.00156805],"study_design_scores_gemma":[0.00003754969,0.0001061337,0.9986416,0.000004480216,0.0001144246,0.0001324486,0.0001815702,0.0001651046,0.000179696,0.000209284,0.0002211055,0.000006717639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985487,0.0002966456,0.00008284702,0.0001477049,0.0000159622,0.000004061022,0.0002657043,0.000002245866,0.0006361589],"genre_scores_gemma":[0.9993206,0.0001031376,0.0000464794,0.00002734628,0.00003350868,0.000005336679,0.0002238437,0.000002558846,0.0002372029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002345519,"threshold_uncertainty_score":0.007846594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615498941772181,"score_gpt":0.3427557670094649,"score_spread":0.3266007775917431,"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."}}