{"id":"W3013259182","doi":"10.1001/jamasurg.2020.0049","title":"Should All Donors Be Treated by Ex Vivo Lung Perfusion?—Reply","year":2020,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; General surgery; Psychiatry","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":[0.00244802,0.000733654,0.0008378916,0.0005645047,0.002081843,0.0015957,0.001445469,0.03289245,0.007006737],"category_scores_gemma":[0.01675858,0.0005228474,0.001041794,0.0006099336,0.001798706,0.003753227,0.0009599627,0.02329256,0.006617233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00207641,"about_ca_system_score_gemma":0.001878524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003162652,"about_ca_topic_score_gemma":0.003220857,"domain_scores_codex":[0.9986909,0.0003228299,0.0002835252,0.0001879745,0.0003098579,0.000204895],"domain_scores_gemma":[0.9952065,0.002758383,0.0002978866,0.0001691822,0.0009908354,0.0005771345],"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":[0.0000929278,0.00005875506,0.0019316,0.0000667083,0.00001885607,0.003796576,0.0001885621,0.0001033009,0.0002526603,0.001836471,0.9797496,0.01190414],"study_design_scores_gemma":[0.0001752338,0.0002245833,0.005763997,0.000440205,0.00007824026,0.01582752,0.001755441,0.00102472,0.0009361103,0.01354372,0.9600444,0.0001858351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000881687,0.0006257895,0.0001689937,0.9828022,0.0139599,0.00001415048,0.0000700423,0.00005181779,0.001425446],"genre_scores_gemma":[0.005942144,0.001176819,0.0004249011,0.9619094,0.02642307,0.00004864089,0.00004678114,0.000023042,0.004005149],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03289245,"threshold_uncertainty_score":0.02343988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0683845975882703,"score_gpt":0.3186195720403419,"score_spread":0.2502349744520716,"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."}}