{"id":"W2600607848","doi":"10.1016/j.healun.2017.01.633","title":"Role of Echinocandins as Antifungal Prophylaxis Agents in Lung Transplant Recipients","year":2017,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Echinocandins; Antifungal; Aspergillus; Drug; Antifungal drug; Aspergillosis; Pharmacology; Medicine; Microbiology; Biology; Amphotericin B; Immunology; Caspofungin","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":[0.002365751,0.0003081103,0.0008515384,0.0005650112,0.0002371552,0.001907352,0.0003593356,0.0005667801,0.001281518],"category_scores_gemma":[0.004913074,0.0001039596,0.0006464309,0.0005665808,0.0004007583,0.001194556,0.0004174576,0.0008901164,0.0001826715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006280593,"about_ca_system_score_gemma":0.0008635885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004450691,"about_ca_topic_score_gemma":0.0006496289,"domain_scores_codex":[0.9986594,0.0006390806,0.0001673164,0.00008677254,0.0002529671,0.0001945767],"domain_scores_gemma":[0.9971011,0.001268535,0.0008527578,0.0001284067,0.0002624302,0.0003867493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03371375,0.003495844,0.5425073,0.001230796,0.000999462,0.0007470456,0.0003417705,0.0004577978,0.003183656,0.001911804,0.001733539,0.4096772],"study_design_scores_gemma":[0.003890686,0.02773728,0.9080257,0.002197371,0.005417399,0.004320175,0.001945841,0.002855803,0.01046641,0.003488468,0.02957439,0.00008036647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8782816,0.1133849,0.0004390469,0.002402391,0.0002271903,0.00004229735,0.0001757467,0.00001457317,0.005032214],"genre_scores_gemma":[0.9840856,0.01419866,0.0003429545,0.0003467776,0.0003193336,0.00002111408,0.000124373,0.00000463397,0.0005564944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002365751,"threshold_uncertainty_score":0.01251143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447334229907677,"score_gpt":0.3462865841153261,"score_spread":0.3218132418162493,"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."}}