{"id":"W4221096695","doi":"10.1177/01945998221089187","title":"Economic Burden Associated With Nasal Polyposis Recurrence Among Commercially Insured Patients in the United States","year":2022,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Novartis Pharmaceuticals Corporation","keywords":"Medicine; Cohort; Retrospective cohort study; Propensity score matching; Cohort study; Diagnosis code; Internal medicine; Pediatrics; Emergency medicine; Surgery; Population","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":[0.000453303,0.0001761919,0.0002385831,0.0009023662,0.0003463975,0.0006429349,0.0002919994,0.0004653842,0.001323787],"category_scores_gemma":[0.002885991,0.0001609782,0.0005141047,0.001113825,0.0002523876,0.0004194961,0.0006751184,0.0005074597,0.0001155449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009534445,"about_ca_system_score_gemma":0.000540842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739644,"about_ca_topic_score_gemma":0.0209758,"domain_scores_codex":[0.9993901,0.0001466518,0.00008663487,0.00009463053,0.0001583814,0.0001236457],"domain_scores_gemma":[0.9978442,0.0001611778,0.001606353,0.0000506885,0.0001101184,0.0002273864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004994,0.00002878216,0.9987397,0.000006472199,0.00004750031,0.00006640336,0.00001669536,0.00005612919,0.00003208455,0.00001996393,0.0001665667,0.0007698397],"study_design_scores_gemma":[0.000005871548,0.00003545389,0.9991733,0.00000915202,0.0000194762,0.0001786067,0.00009929607,0.0003497234,0.00001289726,0.00001535424,0.00009830025,0.000002453042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984982,0.0003221962,0.00002157989,0.0001950768,0.000006568784,0.000006793231,0.0006535844,0.000001723084,0.0002943676],"genre_scores_gemma":[0.9991027,0.0001479978,0.00003074647,0.0000534883,0.00001701552,0.000005408715,0.0005917576,6.561297e-7,0.00005010458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01739644,"threshold_uncertainty_score":0.03459036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223597775425486,"score_gpt":0.2449593391114132,"score_spread":0.2327233613571583,"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."}}