{"id":"W2160954200","doi":"10.1002/alr.21505","title":"Biofilm‐forming bacteria and quality of life improvement after sinus surgery","year":2015,"lang":"en","type":"article","venue":"International Forum of Allergy & Rhinology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Functional endoscopic sinus surgery; Biofilm; Medicine; Chronic rhinosinusitis; Confidence interval; Internal medicine; Bacteria; Quality of life (healthcare); Endoscopic sinus surgery; Sinusitis; Gastroenterology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006804227,0.0001790309,0.0003175052,0.0004514776,0.0002582375,0.0004048267,0.0001472216,0.0002711334,0.00134232],"category_scores_gemma":[0.002884977,0.00008816653,0.0003841273,0.0003817369,0.0002123967,0.0002840797,0.0003336857,0.0004196311,0.0001007578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002645774,"about_ca_system_score_gemma":0.0002822942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009111619,"about_ca_topic_score_gemma":0.001355526,"domain_scores_codex":[0.9995797,0.0001087492,0.00005822039,0.00004648893,0.0001294755,0.00007729155],"domain_scores_gemma":[0.997801,0.0002994718,0.001385659,0.00003697042,0.0002217893,0.0002550439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002145623,0.00007692221,0.9937308,0.00004906836,0.00007483516,0.00008103279,0.0000568302,0.00005296587,0.0005448509,0.00001098577,0.00007968419,0.005027481],"study_design_scores_gemma":[0.000007845825,0.0002983875,0.9989653,0.00001778065,0.00003207411,0.0002493275,0.00009124951,0.0001217777,0.00009309718,0.00001485532,0.0001055138,0.00000285218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981888,0.001316239,0.00004667657,0.00008732382,0.000007352951,0.000006798358,0.00009267284,0.00000169571,0.0002524359],"genre_scores_gemma":[0.9994191,0.0003178407,0.00008002148,0.00002271235,0.00001097055,0.000004596209,0.00009926111,4.83784e-7,0.00004498552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00134232,"threshold_uncertainty_score":0.004490554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04714468047725045,"score_gpt":0.3045031933461724,"score_spread":0.257358512868922,"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."}}