{"id":"W4365444261","doi":"10.1097/mot.0000000000001067","title":"Lung preservation: from perfusion to temperature","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cold storage; Lung; Lung transplantation; Medicine; Intensive care medicine; Lung function; Perfusion; Transplantation; Computer science; Surgery; Cardiology; Internal medicine; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003676291,0.000538993,0.001409345,0.0009722211,0.0001085462,0.00006816198,0.0002275956,0.00045043,0.0002603472],"category_scores_gemma":[0.00005713543,0.0004550337,0.0003426089,0.001720072,0.00002257114,0.0002097637,0.00002191588,0.0007870818,0.0002384512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976715,"about_ca_system_score_gemma":0.0002802461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004964927,"about_ca_topic_score_gemma":0.00002688332,"domain_scores_codex":[0.9969059,0.000292831,0.00109613,0.0007744733,0.0005508714,0.0003798592],"domain_scores_gemma":[0.9986286,0.0004372668,0.0002146091,0.0004039609,0.0001003715,0.000215152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000207459,0.0001576816,0.002359933,0.1287946,0.0001238814,0.00003549924,0.002347802,0.0000117103,0.00003154602,0.0002290272,0.002889697,0.8628111],"study_design_scores_gemma":[0.00206497,0.0001118432,0.02101479,0.148294,0.001534012,0.00006687063,0.00006022337,0.00003293761,0.00002261078,0.00005138259,0.8259347,0.0008116715],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003140328,0.9874493,0.001570286,0.0003661662,0.00693603,0.001934341,0.001120122,0.0002581129,0.00005163722],"genre_scores_gemma":[0.00001174078,0.9763715,0.001493939,0.00003796743,0.001301689,0.0002388501,0.02019938,0.0001212839,0.00022368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8619995,"threshold_uncertainty_score":0.9997901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1715735833746287,"score_gpt":0.468655773623671,"score_spread":0.2970821902490423,"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."}}