{"id":"W1481301014","doi":"10.1002/alr.21588","title":"Health utility outcomes in patients undergoing medical management for chronic rhinosinusitis: a prospective multiinstitutional study","year":2015,"lang":"en","type":"article","venue":"International Forum of Allergy & Rhinology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Medicine; Cohort; Prospective cohort study; Chronic rhinosinusitis; Cohort study; Crossover study; Clinical trial; Internal medicine; Medical therapy; Physical therapy","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":[0.000280841,0.0001426136,0.0003919316,0.0003132705,0.00006085612,0.000007154752,0.0002012792,0.00009179108,0.000135094],"category_scores_gemma":[0.0002939078,0.0001313108,0.0001029988,0.0001054575,0.0001283788,0.0001149586,0.0001463022,0.0001580363,0.0000104469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007835439,"about_ca_system_score_gemma":0.0006939821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003867968,"about_ca_topic_score_gemma":0.005691098,"domain_scores_codex":[0.9981238,0.00005112847,0.0005561094,0.000333042,0.0006507803,0.0002851692],"domain_scores_gemma":[0.9990755,0.0001022348,0.0001617234,0.0001650599,0.0003456619,0.000149842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005478552,0.0029638,0.9519948,0.00002369601,0.000769919,0.00003527148,0.0002825896,0.00002932106,6.93931e-7,0.0393906,0.001413314,0.002548127],"study_design_scores_gemma":[0.01486924,0.002306505,0.9793178,0.0001107545,0.00001516976,0.00001695918,0.00053202,0.0005101089,0.000007657618,0.001071718,0.001149559,0.00009251968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883862,0.0001109661,0.0009300727,0.005681508,0.0009862611,0.001382905,0.00009084701,0.00003872247,0.002392513],"genre_scores_gemma":[0.9980888,0.00001649221,0.0006276885,0.0005884708,0.00006399731,0.0001478977,0.0002260822,0.00001038758,0.000230153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03831889,"threshold_uncertainty_score":0.5354701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650630198177537,"score_gpt":0.3400476864012492,"score_spread":0.3135413844194738,"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."}}