{"id":"W2141286047","doi":"10.1161/circulationaha.113.003386","title":"Lung Transplantation for Idiopathic Pulmonary Arterial Hypertension","year":2013,"lang":"en","type":"letter","venue":"Circulation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lung transplantation; Pulmonary hypertension; Lung; Transplantation; Cardiology; Internal medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002170484,0.0003027237,0.0005483819,0.0002204442,0.0001247329,0.00004505249,0.00006601404,0.0008827419,0.00008525018],"category_scores_gemma":[0.00003591871,0.0002747025,0.0002844998,0.0001028315,0.00003325416,0.0001766343,0.000003158408,0.0005201048,0.00004259097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009041445,"about_ca_system_score_gemma":0.00009596758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002737225,"about_ca_topic_score_gemma":9.593236e-7,"domain_scores_codex":[0.9982771,0.0001088881,0.0004988232,0.000461959,0.0003619952,0.000291221],"domain_scores_gemma":[0.9990827,0.0001783184,0.0002001249,0.0002626785,0.0002156778,0.00006043861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002754458,0.000357343,0.03216382,0.04526174,0.0009916766,0.003681591,0.002028851,0.0002365734,0.3222519,0.000488528,0.4934633,0.0963202],"study_design_scores_gemma":[0.007142845,0.0001989959,0.8531532,0.003021865,0.00522769,0.003313333,0.00003727235,0.02398632,0.001966685,0.002197294,0.09828741,0.001467092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.145872,0.001582321,0.3371667,0.4975393,0.007362949,0.008173891,0.0004083111,0.0006478713,0.001246638],"genre_scores_gemma":[0.6649201,0.0003832755,0.01245234,0.2802022,0.01905091,0.0005996126,0.02148235,0.0002484306,0.0006607542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8209894,"threshold_uncertainty_score":0.9999705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03923965403868335,"score_gpt":0.2897194439570157,"score_spread":0.2504797899183323,"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."}}