{"id":"W2804210381","doi":"10.1097/mot.0000000000000543","title":"Early diagnosis of fungal infections in lung transplant recipients, colonization versus invasive disease?","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Intensive care medicine; Medicine; Fungal disease; Disease; Antifungal; Colonization; Aspergillosis; Lung transplantation; Antifungal drugs; Lung; Disease control; Pathology; Immunology; Internal medicine; Biology; Dermatology","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":[0.0008683483,0.0006724051,0.001791633,0.001975175,0.0001919121,0.001142425,0.0007600804,0.001455844,0.002396936],"category_scores_gemma":[0.003981933,0.0002218968,0.0006092176,0.00133536,0.0005929337,0.001511987,0.0005514867,0.001504665,0.000830629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004271558,"about_ca_system_score_gemma":0.00106651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009724332,"about_ca_topic_score_gemma":0.001289937,"domain_scores_codex":[0.9994886,0.0001294456,0.0001279853,0.00008153954,0.0001399727,0.00003240955],"domain_scores_gemma":[0.998147,0.001222918,0.0003050644,0.00002239396,0.0002405537,0.00006199029],"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":[0.0001041815,0.00004050115,0.0009223141,0.05562826,0.0001924034,0.0004243009,0.0001085926,0.0001745875,0.0006178312,0.001911574,0.03453134,0.9053441],"study_design_scores_gemma":[0.0000492819,0.0001593965,0.006383893,0.10088,0.001010085,0.01393348,0.0004468882,0.0002514788,0.0006232226,0.004481647,0.8717015,0.00007905497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005595559,0.9991226,0.00004239606,0.0003783266,0.0002014852,0.000001778623,0.000008832385,0.000002522288,0.0001861022],"genre_scores_gemma":[0.0006961127,0.9985459,0.00008313583,0.000243325,0.0003482489,0.00000228933,0.00001550666,8.208699e-7,0.0000647557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002396936,"threshold_uncertainty_score":0.008018553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08130270215791867,"score_gpt":0.3855801267884494,"score_spread":0.3042774246305307,"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."}}