{"id":"W2988153041","doi":"10.5114/kitp.2019.88604","title":"Lung retransplantation for chronic lung allograft dysfunction","year":2019,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung; Lung transplantation; Medicine; Cardiothoracic surgery; Internal medicine; Surgery","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":[0.003003409,0.0002163166,0.0009096787,0.0005075225,0.00007505239,0.00004685212,0.00008334577,0.0001775766,0.0001146711],"category_scores_gemma":[0.000205192,0.0001830488,0.000993729,0.0002925191,0.00003642453,0.0004397821,0.000005222135,0.0003334145,0.00000857567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569334,"about_ca_system_score_gemma":0.0004752383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001513088,"about_ca_topic_score_gemma":0.000003186323,"domain_scores_codex":[0.9976899,0.0002656679,0.0008481992,0.0002133338,0.0005738122,0.0004090975],"domain_scores_gemma":[0.9974076,0.001181663,0.000472296,0.0002227736,0.0004942594,0.0002213838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005858712,0.0001006854,0.8604558,0.004768995,0.001915443,0.0003136738,0.0007117781,0.0005513923,0.01443463,0.000162596,0.01045223,0.1002741],"study_design_scores_gemma":[0.00582679,0.0007687071,0.893909,0.00417417,0.007044815,0.008473665,0.0005872423,0.002299943,0.03784226,0.00036551,0.03763352,0.001074344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.870004,0.007639097,0.1136236,0.001089197,0.005585555,0.000738357,0.00007150057,0.00006682391,0.001181891],"genre_scores_gemma":[0.9906135,0.001936877,0.004620905,0.0003027281,0.00197412,0.00001257519,0.0001053494,0.00005288963,0.0003811041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1206095,"threshold_uncertainty_score":0.7464514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438365896784917,"score_gpt":0.3401889556207618,"score_spread":0.3158052966529127,"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."}}