{"id":"W2944607183","doi":"10.21693/1933-088x-9.1.49","title":"Pulmonary Hypertension and Lung Transplantation","year":2010,"lang":"en","type":"article","venue":"Advances in Pulmonary Hypertension","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung transplantation; Pulmonary hypertension; Transplantation; Medicine; Gerontology; Pulmonary medicine; Family medicine; Management; Library science; Internal medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002916985,0.0002697081,0.0004611407,0.0002490048,0.0001375338,0.00001398119,0.00008066459,0.0002076425,0.0000447166],"category_scores_gemma":[0.00006442971,0.000217626,0.00008336326,0.0002817144,0.0001343801,0.0006340469,0.0000207292,0.000515606,0.00001060752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000188009,"about_ca_system_score_gemma":0.00003491522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004668008,"about_ca_topic_score_gemma":0.00004601791,"domain_scores_codex":[0.9983346,0.00007020948,0.0004115746,0.0005404446,0.0003099483,0.0003332509],"domain_scores_gemma":[0.9990451,0.0003063702,0.00007668616,0.0003057019,0.00009383552,0.000172244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001278189,0.0003761953,0.2403568,0.0006535412,0.00001765391,0.008386703,0.0001547964,0.0000279612,0.5388413,0.0004757878,0.00001865923,0.2094124],"study_design_scores_gemma":[0.002471656,0.0001921723,0.9308292,0.0006253954,0.0003224612,0.03427143,0.0002678649,0.01420574,0.008703778,0.001682314,0.00586486,0.0005631064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854267,0.007684133,0.0007685069,0.001112958,0.0009233195,0.0004822804,0.00001384987,0.0001212799,0.003466951],"genre_scores_gemma":[0.9613184,0.01866204,0.01862912,0.0008771023,0.0001706596,0.00002379863,0.0001287858,0.00003972244,0.0001504257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6904724,"threshold_uncertainty_score":0.8874532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256176864941599,"score_gpt":0.2867308032252036,"score_spread":0.2741690345757876,"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."}}