{"id":"W1973578288","doi":"10.1186/cc5636","title":"Intensive care unit readmissions after lung transplantation: epidemiology and outcome","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Epidemiology; Lung transplantation; Intensive care medicine; Intensive care unit; Transplantation; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001646725,0.0003118657,0.0004941056,0.002025017,0.0005206986,0.0008589902,0.0004692345,0.0007612529,0.0008612592],"category_scores_gemma":[0.006470693,0.0002635191,0.0004612434,0.001483294,0.0004873145,0.000981372,0.0008002376,0.0008260034,0.0001990109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004331281,"about_ca_system_score_gemma":0.0004694622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060249,"about_ca_topic_score_gemma":0.002682303,"domain_scores_codex":[0.9977326,0.001203757,0.0002782716,0.0001948055,0.0003108569,0.000279502],"domain_scores_gemma":[0.9923245,0.001941351,0.004098333,0.0002166468,0.000570023,0.0008491192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006672044,0.00004865175,0.9986026,0.00001307224,0.00004587938,0.00007629821,0.00005101451,0.00002194274,0.00003073711,0.00001018214,0.00005077086,0.000982218],"study_design_scores_gemma":[0.0000062273,0.0001752666,0.9985447,0.00001819359,0.00002384547,0.0007465406,0.0001970034,0.0001674264,0.00002884039,0.00002269201,0.000062721,0.000006590362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981013,0.001277203,0.0001063677,0.00009486238,0.000008323964,0.00001206698,0.0001409379,0.000003032809,0.0002559282],"genre_scores_gemma":[0.9990342,0.0004933244,0.00008465328,0.00003710019,0.0000412181,0.00001533757,0.000233958,0.000001671351,0.00005861569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002060249,"threshold_uncertainty_score":0.008708835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067328681146502,"score_gpt":0.4697850938365786,"score_spread":0.3630522257219284,"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."}}