{"id":"W2401062666","doi":"10.5114/kitp.2015.50566","title":"HEART AND LUNG FAILURE, TRANSPLANTOLOGY Meeting Update: International Society for Heart and Lung Transplantation 2014","year":2015,"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 transplantation; Lung; Medicine; Transplantation; Heart failure; Cardiothoracic surgery; Heart transplantation; Internal medicine; Cardiology; 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":[0.003712139,0.0002090277,0.0008306145,0.0002513287,0.00009638721,0.00006823312,0.00006334486,0.0001679374,0.000009368349],"category_scores_gemma":[0.000184467,0.0001820693,0.0005547781,0.0001073141,0.0001040532,0.0004173142,0.000007390324,0.000279488,7.763489e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006677587,"about_ca_system_score_gemma":0.0002695625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002821177,"about_ca_topic_score_gemma":0.000007481821,"domain_scores_codex":[0.9980572,0.0002282048,0.0007153932,0.0002309226,0.0004363403,0.0003319249],"domain_scores_gemma":[0.9977979,0.001065305,0.0002474953,0.0001018542,0.0004240326,0.0003634054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004110515,0.00008519847,0.8623701,0.002354807,0.002065488,0.0002242513,0.003890798,0.0001144386,0.00718973,0.0001658295,0.1100644,0.007364459],"study_design_scores_gemma":[0.01682483,0.0007362554,0.6278114,0.004929476,0.01492018,0.1143757,0.005922916,0.00412829,0.03749467,0.001491405,0.1690798,0.00228518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939531,0.01174874,0.0330116,0.01282069,0.001956839,0.0003919711,0.0002107169,0.00004609956,0.0002822901],"genre_scores_gemma":[0.9413953,0.005461786,0.05041137,0.001283843,0.001230041,0.00001198937,0.0001249855,0.00004090899,0.00003975736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2345587,"threshold_uncertainty_score":0.742457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437739792114346,"score_gpt":0.3529910127096428,"score_spread":0.3186136147884994,"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."}}