{"id":"W2985997680","doi":"10.21037/acs.2019.11.02","title":"Donor directed lobar lung transplantation","year":2020,"lang":"en","type":"editorial","venue":"Annals of Cardiothoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Medicine; Lung transplantation; Transplantation; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001398478,0.0005108333,0.002415561,0.0004277827,0.00006416441,0.00003583367,0.0001472221,0.0009241654,0.00009288166],"category_scores_gemma":[0.00156986,0.0004749841,0.001548189,0.0005576389,0.0001005468,0.0001558434,0.00001378928,0.000751008,0.00002192465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003458526,"about_ca_system_score_gemma":0.000871554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009402048,"about_ca_topic_score_gemma":0.000004912561,"domain_scores_codex":[0.9959497,0.0004946929,0.001093224,0.0006261117,0.001390166,0.0004460343],"domain_scores_gemma":[0.9928937,0.005023783,0.0004857125,0.0004800843,0.0008018407,0.0003148924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002053895,0.0000481853,0.00465404,0.006604107,0.001227269,0.0006776056,0.0003115097,0.00000559872,0.0002340423,0.00000569145,0.9692785,0.01489957],"study_design_scores_gemma":[0.0007368215,0.0001087146,0.01604103,0.002699822,0.002912387,0.00006283757,0.00004126586,0.00002359349,0.01013487,0.00002989644,0.9664359,0.0007728607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.006491283,0.01305593,0.003614289,0.002111629,0.9665316,0.0009337172,0.002926416,0.0006277963,0.003707353],"genre_scores_gemma":[0.01202275,0.05031435,0.004387272,0.000817026,0.9222398,0.00008295562,0.009004259,0.0002806959,0.0008508829],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04429178,"threshold_uncertainty_score":0.9997702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06144302507107724,"score_gpt":0.3882659760530249,"score_spread":0.3268229509819476,"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."}}