{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001475619,0.0002058972,0.001794854,0.0001803138,0.00003531554,0.00000541484,0.00009857814,0.0004842068,0.0003377837],"category_scores_gemma":[0.02044578,0.0001650541,0.0007831696,0.0003239447,0.0003045625,0.00004101544,0.00009371097,0.0006829099,0.0001467974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000362446,"about_ca_system_score_gemma":0.0002300417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002719068,"about_ca_topic_score_gemma":0.00003689131,"domain_scores_codex":[0.9953873,0.001725286,0.001812035,0.0005242085,0.0002175662,0.0003336104],"domain_scores_gemma":[0.9745052,0.02430731,0.0002690509,0.0005304161,0.0001630003,0.0002249697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007640597,0.001708829,0.9905118,0.00009804464,0.0001238217,0.000798254,0.000005253658,4.500014e-7,0.00003042427,0.00006131447,0.001128846,0.004768874],"study_design_scores_gemma":[0.004827711,0.005640727,0.9882128,0.0002322603,0.0001793409,0.0000260125,0.000002251787,0.00001297424,0.0003757529,0.0000272911,0.0003540818,0.0001088333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971308,0.0001178271,0.00001094496,0.0002626399,0.001509093,0.0003928011,0.00005177066,0.0000328056,0.0004913667],"genre_scores_gemma":[0.997308,0.00006005757,0.0001900471,0.001878821,0.0001604939,0.00003194487,0.0002152332,0.00002486578,0.0001305211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02258202,"threshold_uncertainty_score":0.9878054,"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."}}