{"id":"W1861096446","doi":"10.1002/alr.21198","title":"The efficacy and safety of an office‐based polypectomy with a vacuum‐powered microdebrider","year":2013,"lang":"en","type":"article","venue":"International Forum of Allergy & Rhinology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Polypectomy; Tolerability; Nasal polyps; Surgery; Functional endoscopic sinus surgery; Outpatient clinic; Chronic rhinosinusitis; Deviated nasal septum; Endoscopy; Nose; Nasal septum; Sinusitis; Adverse effect; Colonoscopy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005473413,0.00009996982,0.0001954657,0.000113922,0.0000655207,0.00001065202,0.0001565857,0.00006720379,0.0004189969],"category_scores_gemma":[0.00005108748,0.00006525149,0.00004864343,0.00006633234,0.0002872632,0.00008546254,0.00004244524,0.0001032142,0.00001081611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002270733,"about_ca_system_score_gemma":0.0000904952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004713389,"about_ca_topic_score_gemma":0.0003491643,"domain_scores_codex":[0.9991915,0.00002769113,0.0002758621,0.0001667696,0.0001756564,0.0001624766],"domain_scores_gemma":[0.9990456,0.0002149512,0.0001419426,0.0002067014,0.0003284514,0.0000623848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02464088,0.00422434,0.09959306,0.00009282589,0.008548356,0.0001984566,0.001073754,0.000171561,0.4372263,0.3656813,0.0150212,0.04352803],"study_design_scores_gemma":[0.006396894,0.001510422,0.9609959,0.00009111036,0.000042372,0.0002677031,0.0002463007,0.0007603893,0.01239843,0.000368186,0.01678735,0.0001349907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901503,0.0002282639,0.000142038,0.006590671,0.0001440197,0.0002216689,0.00002559603,0.00001905391,0.002478348],"genre_scores_gemma":[0.998077,0.00003818062,0.0008491423,0.0005123657,0.00003799751,0.00001409487,0.00007295571,0.00001135036,0.0003868637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8614028,"threshold_uncertainty_score":0.4587722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00835296041522827,"score_gpt":0.2574765167807158,"score_spread":0.2491235563654875,"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."}}