{"id":"W2053115048","doi":"10.1016/j.otc.2010.04.021","title":"Prevention and Management of Complications in Frontal Sinus Surgery","year":2010,"lang":"en","type":"review","venue":"Otolaryngologic Clinics of North America","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Frontal sinus; Endoscopic sinus surgery; Surgery; Sinus (botany); Functional endoscopic sinus surgery; Sinusitis","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":[0.0002239233,0.0002225793,0.001884417,0.0003168681,0.00003150893,0.000003913583,0.0001263282,0.0002096334,0.00005672188],"category_scores_gemma":[0.0001096094,0.0001913368,0.0004869417,0.0004516114,0.0002773429,0.00003554392,0.0001043841,0.0004359756,0.00001147174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002608486,"about_ca_system_score_gemma":0.0001620792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004127845,"about_ca_topic_score_gemma":0.00006914623,"domain_scores_codex":[0.9980462,0.0001018637,0.001184878,0.0003421701,0.0001594857,0.0001653665],"domain_scores_gemma":[0.9978374,0.0005550074,0.0009715162,0.0004756998,0.00007720664,0.00008319514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001399505,0.0004847987,0.02927872,0.006878446,0.0001449677,0.00007150859,0.000006160044,1.201243e-7,1.336929e-7,0.0000472588,0.0002138561,0.96286],"study_design_scores_gemma":[0.0003351142,0.0002965149,0.4413205,0.008282108,0.001146534,0.0001360198,0.00001247231,0.000005979742,9.487739e-8,0.00003461237,0.5482236,0.0002064154],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03737437,0.9594496,0.00005558445,0.0000243013,0.0001286731,0.001407934,0.0002577378,0.00002192493,0.001279874],"genre_scores_gemma":[0.003143526,0.993179,0.002087646,0.00004805754,0.00002635482,0.0001334828,0.001257819,0.00002113346,0.0001030186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9626536,"threshold_uncertainty_score":0.7802489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06886562297656473,"score_gpt":0.3712748508217724,"score_spread":0.3024092278452076,"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."}}