{"id":"W2964419322","doi":"10.23736/s0375-9393.17.12411-9","title":"Donor lung management","year":2018,"lang":"en","type":"letter","venue":"Minerva Anestesiologica","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Lung; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009432736,0.0003675326,0.0005054568,0.0006320902,0.002684053,0.002090976,0.0006585019,0.006176823,0.01333813],"category_scores_gemma":[0.006336594,0.0001483723,0.0007056076,0.0003730402,0.000944385,0.001776077,0.001213899,0.009527281,0.003550749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156763,"about_ca_system_score_gemma":0.001618432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005176022,"about_ca_topic_score_gemma":0.001973307,"domain_scores_codex":[0.9990982,0.0001978756,0.0001199842,0.0001372361,0.0002283536,0.0002184902],"domain_scores_gemma":[0.9977328,0.0005870199,0.0002169068,0.000142034,0.0002648752,0.001056285],"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":[0.0001214986,0.000295018,0.02692167,0.0003043452,0.00006727185,0.2246034,0.0004704668,0.0002912191,0.0008638948,0.01879239,0.6032379,0.124031],"study_design_scores_gemma":[0.00008637746,0.0001628766,0.01128493,0.001771054,0.00006013098,0.4012754,0.001057341,0.0006433096,0.0006684224,0.03819922,0.5447297,0.00006110738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01733034,0.0214688,0.002163637,0.8142534,0.03884678,0.00008775098,0.0001792848,0.000127011,0.105543],"genre_scores_gemma":[0.2231899,0.01808931,0.003432028,0.5280947,0.1434505,0.0002117514,0.0004849223,0.0001089941,0.08293804],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01333813,"threshold_uncertainty_score":0.04462045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03818625170694984,"score_gpt":0.3134245718171514,"score_spread":0.2752383201102016,"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."}}