{"id":"W1941890819","doi":"10.1002/lary.23564","title":"Hematopoietic stem cell transplantation and rhinosinusitis: The utility of screening sinus computed tomography","year":2012,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Otorhinolaryngology; Sinus (botany); Radiology; Computed tomography; Retrospective cohort study; Transplantation; Incidence (geometry); Sinusitis; Surgery","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":[0.0009156897,0.0001999755,0.0002130179,0.00117162,0.0001732784,0.0005412202,0.0002567529,0.0003901491,0.001287011],"category_scores_gemma":[0.006283485,0.0001325817,0.0002379783,0.0008425692,0.0004907982,0.0006482413,0.0002899225,0.0003028868,0.000156831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693761,"about_ca_system_score_gemma":0.000440143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002174357,"about_ca_topic_score_gemma":0.002871464,"domain_scores_codex":[0.9993718,0.0002075343,0.0001049821,0.00007101808,0.0001781515,0.0000665833],"domain_scores_gemma":[0.9960958,0.001393986,0.001738182,0.00009219146,0.00037275,0.0003070907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000418,0.000008721165,0.997823,0.00000715766,0.000006870953,0.00008622665,0.00001151241,0.00002061985,0.0000709689,0.000004872068,0.00002236868,0.001895897],"study_design_scores_gemma":[0.000005393174,0.0001127201,0.9972652,0.00001771963,0.00001652918,0.001890908,0.0001203489,0.0003078479,0.0001284176,0.00001131757,0.0001204017,0.000003144422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998198,0.001107871,0.00008907371,0.00006126122,0.000005906395,0.000009583781,0.00008384388,0.000002695717,0.0004418553],"genre_scores_gemma":[0.999508,0.0002278707,0.0001273631,0.00001207138,0.00001566728,0.000003868378,0.00007512751,6.233732e-7,0.0000295392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002174357,"threshold_uncertainty_score":0.004842699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084831431005771,"score_gpt":0.2508505391492805,"score_spread":0.2300022248392228,"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."}}