{"id":"W3133737967","doi":"10.1111/coa.13751","title":"Effect of endoscopic sinus surgery on clinical outcomes in DeltaF508 cystic fibrosis patients","year":2021,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cystic Fibrosis Canada; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Exacerbation; Cystic fibrosis; Pulmonary function testing; Chronic rhinosinusitis; Internal medicine; Population; Retrospective cohort study; Lung function; Surgery; Lung","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":[0.00068078,0.000161386,0.000303858,0.0004614877,0.0003292277,0.0004960681,0.0001510052,0.0003918372,0.001757962],"category_scores_gemma":[0.003753709,0.00009687862,0.0005047017,0.0004007091,0.0002917356,0.0003525947,0.0002995706,0.0004276068,0.000172837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260152,"about_ca_system_score_gemma":0.0002766051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190996,"about_ca_topic_score_gemma":0.001940745,"domain_scores_codex":[0.9994395,0.0001829535,0.00007250559,0.00008367385,0.0001033141,0.0001179214],"domain_scores_gemma":[0.9967747,0.0008906898,0.001395965,0.00006274252,0.0002133061,0.0006625736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004356746,0.000039248,0.997333,0.00001395038,0.00004593827,0.000117353,0.00002344242,0.00002303588,0.00009821778,0.000005396391,0.00006604168,0.001798787],"study_design_scores_gemma":[0.00001260992,0.0003258484,0.9991129,0.00000959316,0.00002255097,0.000268054,0.00008890411,0.00005659341,0.00003182955,0.000007826193,0.00006103925,0.000002418347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990193,0.000525951,0.00001203658,0.00004666256,0.000008962013,0.000002876691,0.00008775762,7.902884e-7,0.0002956777],"genre_scores_gemma":[0.999639,0.0001163467,0.00001382922,0.00002125287,0.00001495435,0.000003028865,0.0001432889,4.248854e-7,0.00004793109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001757962,"threshold_uncertainty_score":0.005880952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389479465584203,"score_gpt":0.3871596821280934,"score_spread":0.3482117355696731,"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."}}