{"id":"W3126810756","doi":"10.1016/j.jtcvs.2021.01.091","title":"Commentary: To die or not to die—rescuing lung cells from ischemia–reperfusion injury","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung transplantation; Transplantation; Lung; Surgery; Internal medicine; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00609888,0.001156499,0.002443818,0.001020464,0.005342144,0.005232566,0.002605663,0.09214944,0.007982125],"category_scores_gemma":[0.04629266,0.0009339435,0.001778988,0.001043704,0.004126419,0.004253668,0.002749566,0.06631398,0.008042739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007348539,"about_ca_system_score_gemma":0.008888742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005340869,"about_ca_topic_score_gemma":0.008681602,"domain_scores_codex":[0.9944561,0.001873244,0.0007590669,0.0005832976,0.001482646,0.0008456754],"domain_scores_gemma":[0.976508,0.01443497,0.001653414,0.0004661365,0.003703289,0.003234108],"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":[0.00005322635,0.00002305599,0.0002188172,0.00006345948,0.00001786877,0.0005341867,0.00008375884,0.000031107,0.00005569993,0.001167329,0.9939215,0.003829997],"study_design_scores_gemma":[0.0003376455,0.0001312194,0.001011157,0.0009841752,0.0001276275,0.001700229,0.0005256812,0.0004646071,0.0002942208,0.01193341,0.9823815,0.0001085419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000162512,0.0009083185,0.00003844891,0.9687079,0.02924985,0.000009606352,0.00004208213,0.00001017858,0.0008711542],"genre_scores_gemma":[0.001432967,0.0006733823,0.00009291741,0.9405674,0.05501377,0.00003481586,0.00002059652,0.000009875609,0.002154387],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09214944,"threshold_uncertainty_score":0.05331761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326989669172625,"score_gpt":0.3293142751220364,"score_spread":0.2960443784303101,"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."}}