{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003553811,0.0001115172,0.0002009985,0.00005239584,0.0001981186,0.00001571273,0.00008613991,0.00005018678,0.0001042576],"category_scores_gemma":[0.000003043129,0.0000643832,0.00007846163,0.0002726997,0.0001853879,0.0001051744,0.00002625114,0.0001606904,0.000006759315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004386959,"about_ca_system_score_gemma":0.00001687017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008959189,"about_ca_topic_score_gemma":0.00000885154,"domain_scores_codex":[0.99916,0.0001244616,0.0002091002,0.0001116261,0.0001914952,0.0002033091],"domain_scores_gemma":[0.9993452,0.0001943607,0.00008105608,0.0002447003,0.00005267572,0.00008204235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001372247,0.001588112,0.8590438,0.002542888,0.0007010747,0.0001563629,0.04249566,0.000009788212,0.04906577,0.004610886,0.01311382,0.02529961],"study_design_scores_gemma":[0.0007501378,0.000100386,0.9821962,0.0001768588,0.0003162918,0.0003932329,0.0005772922,0.0002685767,0.01488497,0.00003092074,0.0002188005,0.00008630901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908766,0.003647096,0.001855351,0.0003851979,0.00008755907,0.0003820933,0.00004565502,0.00004102708,0.002679427],"genre_scores_gemma":[0.9989992,0.00004820671,0.000280931,0.0004753134,0.00008089407,0.000009491178,0.00003057372,0.0000125755,0.00006277808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1231524,"threshold_uncertainty_score":0.2625471,"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."}}