{"id":"W1545834149","doi":"10.1111/j.1399-3046.2009.01268.x","title":"Minimal acute rejection in pediatric lung transplantation - Does it matter?","year":2010,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Center for Research Resources","keywords":"Medicine; Lung transplantation; Single Center; Transplantation; Retrospective cohort study; Risk factor; Cohort; Internal medicine; Cohort study; Proportional hazards model; Surgery; Pediatrics","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":[0.0005224412,0.0003759625,0.0004487144,0.0009253801,0.0001443362,0.0000580775,0.0001439101,0.0003552746,0.000431564],"category_scores_gemma":[0.00001950827,0.0003164116,0.000197163,0.0009120099,0.0000391888,0.0005475809,0.00000423768,0.0007212011,0.0001173175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005649238,"about_ca_system_score_gemma":0.0001558894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001693838,"about_ca_topic_score_gemma":0.000937265,"domain_scores_codex":[0.9973475,0.0001303803,0.0008598326,0.0006217894,0.0005379807,0.0005025283],"domain_scores_gemma":[0.9988819,0.0003354753,0.0002054331,0.0002689035,0.0001033134,0.0002050152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001146072,0.0001772451,0.9874265,0.002047904,0.00003124651,0.0003657697,0.003683176,0.00003772253,0.004324522,0.0001163868,0.0001431632,0.0005003162],"study_design_scores_gemma":[0.004371154,0.000121911,0.9886734,0.00003370817,0.00274715,0.000640379,0.00006692786,0.0002303205,0.002564912,0.0001113552,0.00004673339,0.0003919967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832022,0.00008327774,0.01113884,0.001277656,0.001517273,0.0007887709,0.0001883738,0.0001792316,0.00162436],"genre_scores_gemma":[0.9610779,0.01942891,0.01651953,0.0003822071,0.001296854,0.0001082131,0.0008136931,0.00006259104,0.0003101487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02212436,"threshold_uncertainty_score":0.9999288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009074363728267695,"score_gpt":0.294977603233811,"score_spread":0.2859032395055433,"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."}}