{"id":"W4391108986","doi":"10.3389/ti.2024.12310","title":"The Advent of Semi-Elective Lung Transplantation—Prolonged Static Cold Storage at 10°C","year":2024,"lang":"en","type":"review","venue":"Transplant International","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cold storage; Lung transplantation; Transplantation; Lung; Randomized controlled trial; Clinical trial; 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":[0.0005720029,0.0005519379,0.001339575,0.000343778,0.0001517834,0.00004789845,0.0004161425,0.0002754587,0.0005480098],"category_scores_gemma":[0.00002629769,0.0003450126,0.0009285656,0.0003069091,0.0001459529,0.00008062402,0.00001697,0.0006346511,0.0001265685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004148008,"about_ca_system_score_gemma":0.0004594934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002621172,"about_ca_topic_score_gemma":0.00008471688,"domain_scores_codex":[0.9967772,0.0002201242,0.001219748,0.0005401309,0.0008891439,0.0003536899],"domain_scores_gemma":[0.9977224,0.001268166,0.0003731696,0.0003154497,0.0001828258,0.0001380304],"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":[0.007979444,0.00126083,0.001058589,0.4072227,0.03477296,0.006496905,0.01318934,0.0001407326,0.0005831396,0.03335514,0.01540556,0.4785347],"study_design_scores_gemma":[0.001650769,0.0002292107,0.0003717254,0.02994758,0.01554289,0.001672431,0.00003687322,0.0003267919,0.0002073568,0.00009065975,0.9493761,0.0005476348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002264376,0.9866442,0.002493423,0.0003756169,0.001538885,0.001608676,0.004562241,0.0001106967,0.00243982],"genre_scores_gemma":[0.0008101865,0.9852242,0.0006064665,0.00006187793,0.0002473714,0.0002817093,0.002509552,0.00009292365,0.01016573],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9339705,"threshold_uncertainty_score":0.9999002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04018805116295488,"score_gpt":0.3925966171285018,"score_spread":0.3524085659655469,"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."}}