{"id":"W1481232960","doi":"10.1002/lary.24543","title":"Role of nasal packing in surgical outcome for chronic rhinosinusitis with polyposis","year":2013,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Edema; Granulation tissue; Randomized controlled trial; Nasal packing; Chronic rhinosinusitis; Wound healing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001447765,0.00011283,0.0003030209,0.00007943627,0.00006781385,0.00001658968,0.00009708985,0.00005903136,0.0004909507],"category_scores_gemma":[0.00002127703,0.00006777962,0.00008033368,0.0002200493,0.0000946191,0.00009669799,0.00003197889,0.0001450758,0.00003772863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006416037,"about_ca_system_score_gemma":0.00008045967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009672648,"about_ca_topic_score_gemma":0.0002711454,"domain_scores_codex":[0.9991533,0.00003464867,0.0002486459,0.0001483559,0.0001607082,0.0002543365],"domain_scores_gemma":[0.9993975,0.0001630306,0.00006861094,0.0002292935,0.00007669101,0.00006484777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007158809,0.0005460224,0.9039549,0.00029439,0.0002574253,0.00009908858,0.001114815,0.00002274231,0.07130349,0.006261479,0.002174786,0.013255],"study_design_scores_gemma":[0.003737058,0.0009926297,0.9829397,0.0003035439,0.0001072158,0.0001813029,0.0002086971,0.0004560973,0.008846231,0.0001881443,0.001877833,0.0001615912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944625,0.000797539,0.00002929797,0.0009750178,0.00003613013,0.0007926151,0.00002507046,0.00002711721,0.00285474],"genre_scores_gemma":[0.9987257,0.00001469775,0.000272846,0.0002726041,0.0001425567,0.000120393,0.000027507,0.0000237291,0.0004000378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07898477,"threshold_uncertainty_score":0.5375566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300094030825022,"score_gpt":0.2747663378127391,"score_spread":0.2617653975044889,"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."}}