{"id":"W4225584682","doi":"10.36416/1806-3756/e20210369","title":"Donation after circulatory death and lung transplantation","year":2022,"lang":"en","type":"review","venue":"Jornal Brasileiro de Pneumologia","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Donation; Intensive care medicine; Lung transplantation; Transplantation; Lung; Surgery; Internal medicine","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":[0.00062891,0.0004221541,0.001220588,0.0003668097,0.0001361693,0.00003951957,0.0001201702,0.0003792928,0.0005709696],"category_scores_gemma":[0.00007119514,0.0003464557,0.0004285854,0.000235998,0.00005462683,0.0001020975,0.00002428603,0.0008021597,0.00001150493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003142779,"about_ca_system_score_gemma":0.0003277541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002384313,"about_ca_topic_score_gemma":0.000005152755,"domain_scores_codex":[0.997686,0.0004609849,0.0006238059,0.000520103,0.0003765324,0.0003326265],"domain_scores_gemma":[0.9985583,0.0007240112,0.000258511,0.00025096,0.00002986996,0.0001783385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002960425,0.000155919,0.1215648,0.0657304,0.0007411531,0.003443226,0.0005380848,0.000002954285,0.00007301671,0.0008863866,0.00008595419,0.806482],"study_design_scores_gemma":[0.001182465,0.0002456255,0.6732832,0.004649712,0.008158287,0.01369724,0.00003174518,0.0000374437,0.000007744613,0.0001633508,0.2977772,0.0007659366],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006690955,0.9896881,0.001539181,0.00005201274,0.0003604438,0.0008443142,0.0001656691,0.000113342,0.0005459914],"genre_scores_gemma":[0.002009424,0.9924975,0.003774058,0.0003909571,0.000206241,0.0003190365,0.0005044663,0.0000690397,0.0002292456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8057161,"threshold_uncertainty_score":0.9998987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07164209410875198,"score_gpt":0.3754677821424507,"score_spread":0.3038256880336987,"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."}}