{"id":"W2968348451","doi":"10.5114/kitp.2019.86363","title":"Bilateral lobar lung transplantation for cystic fibrosis – first in Poland","year":2019,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung transplantation; Cystic fibrosis; Transplantation; Cardiothoracic surgery; Medicine; Lung; Surgery; Internal 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":[0.002083719,0.0001892586,0.0009041721,0.0005690536,0.00004493992,0.00004276639,0.0000755189,0.0001295086,0.00005069051],"category_scores_gemma":[0.0001893496,0.0001548968,0.0006400989,0.0002785848,0.00002734334,0.0003340238,0.000004121098,0.0002261178,0.000006314524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126972,"about_ca_system_score_gemma":0.0002080052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005226231,"about_ca_topic_score_gemma":0.00001386569,"domain_scores_codex":[0.998033,0.0002039128,0.0008183013,0.0001764004,0.0003960961,0.00037224],"domain_scores_gemma":[0.9975826,0.001580283,0.0002861564,0.0001567814,0.0002078126,0.0001863246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003376696,0.00004876565,0.9833302,0.001851759,0.0002258799,0.0003492379,0.0007756362,0.0003531312,0.001615471,0.0000220125,0.0006077142,0.007443519],"study_design_scores_gemma":[0.001978314,0.0001640318,0.9848576,0.00177176,0.0008052434,0.002849415,0.0001653074,0.0002006148,0.003997345,0.00013062,0.002801127,0.0002786228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880682,0.001555804,0.007586484,0.0006737162,0.001354499,0.0003576274,0.0001036436,0.00001707676,0.0002829147],"genre_scores_gemma":[0.9928279,0.0008579812,0.005371168,0.0002020033,0.0005510822,0.00000778509,0.00005473658,0.00003390203,0.00009342523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007164896,"threshold_uncertainty_score":0.6316509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218044822233144,"score_gpt":0.3250574282044499,"score_spread":0.3032529459811355,"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."}}