{"id":"W4225576970","doi":"10.1016/j.healun.2022.01.1354","title":"The Normalised Acute Rejection Score in the First Year Post Transplant and Its Association with CLAD","year":2022,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Internal medicine; Log-rank test; Lung transplantation; Cohort; Retrospective cohort study; Gastroenterology; Surgery; Pulmonary function testing; Survival analysis; Lung","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":[0.0009485385,0.0002898208,0.0006532086,0.0007981809,0.0004090844,0.001317036,0.0004758378,0.0007065187,0.001696255],"category_scores_gemma":[0.004952521,0.000142083,0.0006733894,0.0009122321,0.000492782,0.0007090998,0.000719484,0.001679932,0.0002922453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006412508,"about_ca_system_score_gemma":0.000612573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002213413,"about_ca_topic_score_gemma":0.002031468,"domain_scores_codex":[0.9991732,0.0002101913,0.00009658141,0.00009474011,0.0002257909,0.0001993354],"domain_scores_gemma":[0.9950907,0.0009676326,0.002275754,0.0002101482,0.0003593654,0.001096364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004434869,0.00004386962,0.9972544,0.00002161457,0.00005594414,0.0001452863,0.00003608497,0.00009122041,0.0001778512,0.00004735577,0.0000911625,0.001591589],"study_design_scores_gemma":[0.000005662498,0.0001372536,0.9983751,0.00001732518,0.00003254332,0.0007099466,0.0001071766,0.0002906871,0.00005103272,0.00006293717,0.0002003816,0.000009835973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954693,0.001383345,0.0001327688,0.0001325498,0.00004356969,0.000008921706,0.0002992084,0.00001100382,0.002519302],"genre_scores_gemma":[0.9993867,0.000153299,0.00005305576,0.00002342166,0.0000295643,0.000004295806,0.0001802318,0.00000239161,0.0001671783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002213413,"threshold_uncertainty_score":0.005674541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092179623328686,"score_gpt":0.2693288770529547,"score_spread":0.2584070808196678,"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."}}