{"id":"W2948263003","doi":"10.1186/s13643-019-1049-x","title":"Predictors of 1-year mortality in adult lung transplant recipients: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Impact; University Health Network","funders":"","keywords":"Medicine; Observational study; Meta-analysis; MEDLINE; Intensive care medicine; Systematic review; Lung transplantation; Cohort study; Transplantation; Confidence interval; Randomized controlled trial; Relative risk; Cochrane Library; Internal medicine","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":[0.01440524,0.002764058,0.01885771,0.007868956,0.0007035852,0.003491631,0.002185624,0.002184384,0.003140382],"category_scores_gemma":[0.03946034,0.001526025,0.04211184,0.008009997,0.0006761673,0.001940718,0.001656718,0.001875055,0.0002915251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002752574,"about_ca_system_score_gemma":0.005462444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009259064,"about_ca_topic_score_gemma":0.01969392,"domain_scores_codex":[0.9899439,0.00455142,0.00316856,0.0009097772,0.001091007,0.0003353976],"domain_scores_gemma":[0.9753237,0.01820027,0.003689117,0.0006433888,0.001884059,0.0002594909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009380811,0.00002693592,0.005106063,0.5056336,0.4767665,0.0001384433,0.00007904066,0.000538155,0.0001412898,0.0001212759,0.0006208435,0.009889885],"study_design_scores_gemma":[0.0002628943,0.0001158525,0.003717658,0.03984997,0.9542267,0.00009489612,0.00004173616,0.0002098347,0.00007914483,0.0001526417,0.001226097,0.00002259169],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003067947,0.9953411,0.0004441922,0.000196105,0.0001049416,0.0002569669,0.0004222446,0.00002176865,0.0001448153],"genre_scores_gemma":[0.1148809,0.8794626,0.002434752,0.0007359443,0.0002095084,0.001288102,0.0007283092,0.00002719614,0.0002327111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01885771,"threshold_uncertainty_score":0.07618308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1769788396165119,"score_gpt":0.4339793578684955,"score_spread":0.2570005182519836,"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."}}