{"id":"W2083793991","doi":"10.1378/chest.124.4.1232","title":"Clinical Risk Factors for Primary Graft Failure Following Lung Transplantation","year":2003,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Odds ratio; Confidence interval; Lung transplantation; Transplantation; Internal medicine; Incidence (geometry); Confounding; Surgery; Fraction of inspired oxygen; Logistic regression; Mechanical ventilation","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":[],"consensus_categories":[],"category_scores_codex":[0.001317229,0.0001577857,0.0003898827,0.00009132506,0.0002428892,0.00004307101,0.00006438873,0.0001485331,0.00005325019],"category_scores_gemma":[0.000336353,0.000117107,0.000574147,0.00009661784,0.00003031272,0.0001670505,0.000001546573,0.0005112654,0.000003121178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000536197,"about_ca_system_score_gemma":0.0001664271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002751681,"about_ca_topic_score_gemma":0.00000514952,"domain_scores_codex":[0.9985668,0.0002036557,0.0005523447,0.0001829987,0.0002382655,0.0002559461],"domain_scores_gemma":[0.9986051,0.0007920613,0.0001828149,0.0001108174,0.00006803172,0.0002411429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001714101,0.00008057117,0.9931505,0.0003077671,0.0002522821,0.0001061558,0.0008652824,0.000008568037,0.0008241875,0.00012404,0.0002748724,0.003834333],"study_design_scores_gemma":[0.005440345,0.0002413562,0.9786078,0.0001846927,0.001527382,0.000589547,0.0004384417,0.00002629278,0.002149192,0.0005077152,0.01009463,0.0001925763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7679751,0.0003108028,0.229839,0.0002599272,0.0009058017,0.0002518195,0.00001899946,0.00003135435,0.0004071874],"genre_scores_gemma":[0.7808145,0.001068569,0.2170387,0.0002865427,0.0004457605,0.000007459543,0.00006170893,0.00003576947,0.0002409357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0145427,"threshold_uncertainty_score":0.4775486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04121227982341999,"score_gpt":0.3723328956714662,"score_spread":0.3311206158480462,"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."}}