{"id":"W2743543888","doi":"10.1016/j.healun.2017.08.005","title":"Donor bronchial wash bile acid and suitability of donor lungs for transplantation","year":2017,"lang":"en","type":"letter","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Aspiration pneumonia; Lung; Pneumonitis; Lung transplantation; Transplantation; Scopus; Pneumonia; Surgery; Internal medicine; MEDLINE","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":[0.0009976912,0.0002150732,0.00070384,0.0005178227,0.000807923,0.001199032,0.0004159424,0.004275898,0.00259074],"category_scores_gemma":[0.009612893,0.0001852982,0.0004201192,0.0005728258,0.0008258098,0.0009722887,0.0004306792,0.005077199,0.0009698245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022618,"about_ca_system_score_gemma":0.0007939851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008405693,"about_ca_topic_score_gemma":0.0009655213,"domain_scores_codex":[0.9992688,0.0002865907,0.0001150164,0.00006321667,0.000135776,0.0001304407],"domain_scores_gemma":[0.9968176,0.001825646,0.0003374374,0.0001350787,0.0004249554,0.0004592923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001430728,0.0006024808,0.4276129,0.0003102569,0.0001833054,0.2517078,0.001096706,0.0003128111,0.001279133,0.007143876,0.2394832,0.06883696],"study_design_scores_gemma":[0.0006735212,0.001022725,0.1899553,0.001291734,0.0003609182,0.5866095,0.006021607,0.003922091,0.002806013,0.0357836,0.1713387,0.0002142009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1707769,0.009927274,0.0005706699,0.7860243,0.01302733,0.00003787149,0.0002737954,0.00003540416,0.01932649],"genre_scores_gemma":[0.7809299,0.00643737,0.0008471808,0.144484,0.06091559,0.0000531157,0.0002049239,0.00002938182,0.006098597],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004275898,"threshold_uncertainty_score":0.008666933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455811413422499,"score_gpt":0.3215938630618395,"score_spread":0.2970357489276145,"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."}}