{"id":"W3101195264","doi":"10.1111/ajt.16394","title":"Association between Mycoplasma and Ureaplasma airway positivity, ammonia levels, and outcomes post–lung transplantation: A prospective surveillance study","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Lung transplantation; Ureaplasma; Internal medicine; Transplantation; Prospective cohort study; Gastroenterology; Mycoplasma; Lung; Cystic fibrosis; Ureaplasma urealyticum; Microbiology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006869851,0.0002880626,0.0009259583,0.0001901121,0.0001507205,0.0000672282,0.00008245368,0.00007672227,0.0000109389],"category_scores_gemma":[0.00009188218,0.0002417356,0.0001329878,0.000350285,0.0001004181,0.0003994181,0.000005889462,0.0003935596,0.000001900884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008666053,"about_ca_system_score_gemma":0.0001055767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001438405,"about_ca_topic_score_gemma":0.0001758061,"domain_scores_codex":[0.9976685,0.0004038579,0.0007263986,0.0003247033,0.0006231162,0.0002534311],"domain_scores_gemma":[0.9976323,0.0009996213,0.0006505597,0.00008534879,0.0003276906,0.0003044719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001833085,0.0001050517,0.9726599,0.0002846746,0.0008559035,0.0002616618,0.01519386,0.00001243596,0.001574183,0.00001812315,0.000006310823,0.007194743],"study_design_scores_gemma":[0.006326212,0.003261985,0.9842965,0.0001221257,0.001935736,0.000818848,0.001665301,0.0000432018,0.001266146,0.00001852666,0.000008222258,0.0002371849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828717,0.0001059843,0.01000739,0.005945755,0.00009260807,0.0005782219,0.0002987765,0.00004114643,0.00005843015],"genre_scores_gemma":[0.9905616,0.0006075972,0.008098143,0.0004734308,0.0001525021,0.000007587335,0.00004632145,0.00003179349,0.00002101839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01352856,"threshold_uncertainty_score":0.9857693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458782869198505,"score_gpt":0.2990408232386583,"score_spread":0.2844529945466733,"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."}}