{"id":"W3123816353","doi":"10.22541/au.158981487.72896692","title":"Effect of Endoscopic Sinus Surgery on Clinical Outcomes in Cystic Fibrosis","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Exacerbation; Cystic fibrosis; Pulmonary function testing; Chronic rhinosinusitis; Medical record; Lung function; Population; Retrospective cohort study; Internal medicine; 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":[0.001257618,0.0001639705,0.0002973877,0.000439186,0.000301141,0.0004711,0.0001908384,0.000437912,0.001774519],"category_scores_gemma":[0.007331397,0.00008373612,0.000597854,0.000363453,0.0003814922,0.0003389922,0.0003583179,0.0004857506,0.0001618656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003175963,"about_ca_system_score_gemma":0.0003865612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033432,"about_ca_topic_score_gemma":0.001932611,"domain_scores_codex":[0.9990202,0.0003496836,0.000123442,0.0001139803,0.0002224419,0.0001701291],"domain_scores_gemma":[0.9934627,0.002121562,0.002858164,0.0001298951,0.0003998647,0.001027827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001046095,0.0000793502,0.9924313,0.00003620494,0.0001253757,0.0001885134,0.00003285593,0.00004646514,0.0001662685,0.000009807654,0.00009599471,0.005741845],"study_design_scores_gemma":[0.00001782724,0.0005551594,0.9987679,0.00001872621,0.00003997107,0.0003386037,0.00006727507,0.00005253707,0.00003948799,0.000008607512,0.00009158548,0.000002474858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974979,0.001839422,0.00002147281,0.0001095177,0.00001822871,0.000005146805,0.00008903535,0.000001620832,0.0004177329],"genre_scores_gemma":[0.999446,0.0003000842,0.00002104159,0.000028582,0.00002326401,0.000003637357,0.0001224044,6.847519e-7,0.00005427356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001774519,"threshold_uncertainty_score":0.006650984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05872231759019241,"score_gpt":0.3848716594740715,"score_spread":0.3261493418838791,"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."}}