{"id":"W4320734247","doi":"10.3389/ti.2023.10819","title":"Lung Transplantation for Primary Ciliary Dyskinesia and Kartagener Syndrome: A Multicenter Study","year":2023,"lang":"en","type":"article","venue":"Transplant International","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Università degli Studi di Torino; Columbia University","keywords":"Medicine; Primary ciliary dyskinesia; Lung transplantation; Transplantation; Lung; Population; Surgery; Internal medicine; Bronchiectasis","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":[0.0003489495,0.0001991381,0.0002898209,0.000287706,0.00009358593,0.0000329961,0.000105796,0.00007612447,0.00009941035],"category_scores_gemma":[0.00001078872,0.0001718566,0.0001167651,0.0001519229,0.00003525436,0.0001613875,0.000006271597,0.0001205093,0.00001956375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000371682,"about_ca_system_score_gemma":0.00003886876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002984333,"about_ca_topic_score_gemma":0.00003561284,"domain_scores_codex":[0.9985927,0.00004954778,0.0003741534,0.0003667393,0.0003798284,0.0002370337],"domain_scores_gemma":[0.9993331,0.0002991623,0.0000528155,0.0001252593,0.00008477404,0.0001048407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003688485,0.0005672928,0.9680741,0.001515374,0.0008836936,0.001823971,0.007307362,0.00007670499,0.008784754,0.0005143554,0.0004410302,0.006322911],"study_design_scores_gemma":[0.006591802,0.0002163301,0.9880342,0.0001779712,0.0005525385,0.0004908481,0.000185725,0.002461815,0.0004913003,0.00005053191,0.0005534617,0.0001933994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978689,0.00006174557,0.01681545,0.001250426,0.0006268371,0.001247679,0.0006413123,0.0001980186,0.0004694933],"genre_scores_gemma":[0.990895,0.0004791299,0.004697938,0.0004384011,0.0001297187,0.0002081152,0.001831353,0.00003522241,0.001285157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996021,"threshold_uncertainty_score":0.7008109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419887959133771,"score_gpt":0.3345253170343903,"score_spread":0.3103264374430525,"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."}}